{ "model_id": "CLC-v5.9-global-detail-1", "reviewed_at": "2026-09-29", "persona": { "id": "solo_adult_v1", "adults": 1, "children": 0, "car": false, "housing": "Long-term 1-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected", "lifestyle": "Moderate non-luxury" }, "cities": { "Delhi": { "country": "India", "currency": "INR", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 15400, "mode": 22000, "high": 28600, "source_refs": [ "delhi_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: delhi_rent. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "utilities_connectivity": { "low": 2800, "mode": 4000, "high": 5500, "source_refs": [ "delhi_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: delhi_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 6300, "mode": 9000, "high": 12000, "source_refs": [ "delhi_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: delhi_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 2500, "mode": 4000, "high": 6000, "source_refs": [ "delhi_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: delhi_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 1200, "mode": 2000, "high": 3000, "source_refs": [ "delhi_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: delhi_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 8, "confidence": "Medium" }, "household_personal": { "low": 1500, "mode": 2500, "high": 4000, "source_refs": [ "delhi_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: delhi_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "total": { "low": 38300, "model_mid": 44100, "high": 49900, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 40740.48218478342, "p50": 44077.48068557966, "p85": 47422.01488723073 }, "0.35": { "p15": 39397.93689113445, "p50": 44069.87653186802, "p85": 48770.00852816368 }, "0.70": { "p15": 38307.41600265891, "p50": 44048.28015704208, "p85": 49900.53557255441 } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "core_evidence": { "source_linked_model_components": 6, "deeper_evidence_records": 0, "core_evidence_state": "MODEL_ONLY_CORE", "search_index_eligible": false, "index_gate_reason": "Zero core components have captured numeric calibration evidence and no deeper published evidence profile exists yet.", "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "delhi_rent", "publisher": "Housing.com", "observation_period": "2026-09" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "delhi_household", "publisher": "MoSPI", "observation_period": "2023-24" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "delhi_household", "publisher": "MoSPI", "observation_period": "2023-24" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "delhi_household", "publisher": "MoSPI", "observation_period": "2023-24" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "delhi_transit", "publisher": "Metro2Go", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "delhi_household", "publisher": "MoSPI", "observation_period": "2023-24" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 0, "direct_component_components": 0, "broad_calibration_components": 0 } }, "Shanghai": { "country": "China", "currency": "CNY", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 2730, "mode": 3900, "high": 5070, "source_refs": [ "shanghai_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: shanghai_rent. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "utilities_connectivity": { "low": 385.0, "mode": 550.0, "high": 750.0, "source_refs": [ "shanghai_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: shanghai_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "groceries": { "low": 910.0, "mode": 1300, "high": 1700, "source_refs": [ "shanghai_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: shanghai_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "eating_out": { "low": 500.0, "mode": 800.0, "high": 1200, "source_refs": [ "shanghai_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: shanghai_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" }, "transit": { "low": 150.0, "mode": 250.0, "high": 400.0, "source_refs": [ "shanghai_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: shanghai_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Medium" }, "household_personal": { "low": 250.0, "mode": 400.0, "high": 650.0, "source_refs": [ "shanghai_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: shanghai_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" } }, "total": { "low": 6340, "model_mid": 7290, "high": 8250, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 6723.9731272635845, "p50": 7301.988789752542, "p85": 7880.376182283962 }, "0.35": { "p15": 6511.030197761836, "p50": 7290.928518807166, "p85": 8073.281706298454 }, "0.70": { "p15": 6342.502111608355, "p50": 7294.493832038126, "p85": 8254.036486870044 } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "core_evidence": { "source_linked_model_components": 6, "deeper_evidence_records": 0, "core_evidence_state": "MODEL_ONLY_CORE", "search_index_eligible": false, "index_gate_reason": "Zero core components have captured numeric calibration evidence and no deeper published evidence profile exists yet.", "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "shanghai_rent", "publisher": "CREPRICE", "observation_period": "2026-06" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "shanghai_household", "publisher": "Shanghai Municipal Statistics", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "shanghai_household", "publisher": "Shanghai Municipal Statistics", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "shanghai_household", "publisher": "Shanghai Municipal Statistics", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "shanghai_transit", "publisher": "Shanghai Municipal Government", "observation_period": "2026-08" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "shanghai_household", "publisher": "Shanghai Municipal Statistics", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 0, "direct_component_components": 0, "broad_calibration_components": 0 } }, "Beijing": { "country": "China", "currency": "CNY", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 2520, "mode": 3600, "high": 4680, "source_refs": [ "beijing_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: beijing_rent. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "utilities_connectivity": { "low": 385.0, "mode": 550.0, "high": 750.0, "source_refs": [ "beijing_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: beijing_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "groceries": { "low": 875.0, "mode": 1250, "high": 1650, "source_refs": [ "beijing_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: beijing_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "eating_out": { "low": 500.0, "mode": 800.0, "high": 1200, "source_refs": [ "beijing_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: beijing_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" }, "transit": { "low": 150.0, "mode": 250.0, "high": 400.0, "source_refs": [ "beijing_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: beijing_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 9, "confidence": "Medium" }, "household_personal": { "low": 250.0, "mode": 400.0, "high": 650.0, "source_refs": [ "beijing_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: beijing_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" } }, "total": { "low": 6040, "model_mid": 6950, "high": 7870, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 6403.285619480994, "p50": 6953.911652789446, "p85": 7499.944530287261 }, "0.35": { "p15": 6205.850000480034, "p50": 6950.384435983067, "p85": 7706.407242407123 }, "0.70": { "p15": 6039.492228835327, "p50": 6940.748694028001, "p85": 7870.97848152442 } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "core_evidence": { "source_linked_model_components": 6, "deeper_evidence_records": 0, "core_evidence_state": "MODEL_ONLY_CORE", "search_index_eligible": false, "index_gate_reason": "Zero core components have captured numeric calibration evidence and no deeper published evidence profile exists yet.", "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "beijing_rent", "publisher": "CREPRICE", "observation_period": "2026-07" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "beijing_household", "publisher": "Beijing Municipal Government", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "beijing_household", "publisher": "Beijing Municipal Government", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "beijing_household", "publisher": "Beijing Municipal Government", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "beijing_transit", "publisher": "Beijing Municipal Government", "observation_period": "2025-04" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "beijing_household", "publisher": "Beijing Municipal Government", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 0, "direct_component_components": 0, "broad_calibration_components": 0 } }, "Dhaka": { "country": "Bangladesh", "currency": "BDT", "publication_state": "PROVISIONAL", "confidence": "Low", "provisional_reason": "Household-spending evidence is old for a fast-moving market and the rent source is listing-based.", "components": { "rent": { "low": 12000, "mode": 18000, "high": 28000, "source_refs": [ "dhaka_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: dhaka_rent. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Low" }, "utilities_connectivity": { "low": 4000, "mode": 6000, "high": 9000, "source_refs": [ "dhaka_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: dhaka_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 6, "confidence": "Low" }, "groceries": { "low": 8400, "mode": 12000, "high": 16000, "source_refs": [ "dhaka_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: dhaka_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 6, "confidence": "Low" }, "eating_out": { "low": 3000, "mode": 5000, "high": 8000, "source_refs": [ "dhaka_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: dhaka_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 6, "confidence": "Low" }, "transit": { "low": 2000, "mode": 3500, "high": 6000, "source_refs": [ "dhaka_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: dhaka_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Low" }, "household_personal": { "low": 2000, "mode": 3000, "high": 5000, "source_refs": [ "dhaka_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: dhaka_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 6, "confidence": "Low" } }, "total": { "low": 42500, "model_mid": 50100, "high": 58400, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 46005.31238081741, "p50": 50132.14470591676, "p85": 54641.42295153952 }, "0.35": { "p15": 44013.333013239004, "p50": 50098.534331601666, "p85": 56663.892357590245 }, "0.70": { "p15": 42515.18839648019, "p50": 49939.39882784001, "p85": 58408.1372067152 } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "core_evidence": { "source_linked_model_components": 6, "deeper_evidence_records": 0, "core_evidence_state": "MODEL_ONLY_CORE", "search_index_eligible": false, "index_gate_reason": "Zero core components have captured numeric calibration evidence and no deeper published evidence profile exists yet.", "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "dhaka_rent", "publisher": "Bikroy", "observation_period": "2026-09" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "dhaka_household", "publisher": "Bangladesh Bureau of Statistics", "observation_period": "2022" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "dhaka_household", "publisher": "Bangladesh Bureau of Statistics", "observation_period": "2022" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "dhaka_household", "publisher": "Bangladesh Bureau of Statistics", "observation_period": "2022" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "dhaka_transit", "publisher": "Dhaka Mass Transit Company Limited", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "dhaka_household", "publisher": "Bangladesh Bureau of Statistics", "observation_period": "2022" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 0, "direct_component_components": 0, "broad_calibration_components": 0 } }, "Istanbul": { "country": "Türkiye", "currency": "TRY", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 22400, "mode": 32000, "high": 45500, "source_refs": [ "istanbul_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: istanbul_rent. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "utilities_connectivity": { "low": 3000, "mode": 4500, "high": 7000, "source_refs": [ "istanbul_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "CLC normalized model estimate using current TurkStat 2025 household-size/category shares as household calibration plus the cited city/official evidence; single-family uncertainty floor retained because the household source is national rather than Istanbul-specific.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 7700, "mode": 11000, "high": 15000, "source_refs": [ "istanbul_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "CLC normalized model estimate using current TurkStat 2025 household-size/category shares as household calibration plus the cited city/official evidence; single-family uncertainty floor retained because the household source is national rather than Istanbul-specific.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 3500, "mode": 5500, "high": 8500, "source_refs": [ "istanbul_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "CLC normalized model estimate using current TurkStat 2025 household-size/category shares as household calibration plus the cited city/official evidence; single-family uncertainty floor retained because the household source is national rather than Istanbul-specific.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 2500, "mode": 3630, "high": 4500, "source_refs": [ "istanbul_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: istanbul_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Medium" }, "household_personal": { "low": 2000, "mode": 3500, "high": 5500, "source_refs": [ "istanbul_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "CLC normalized model estimate using current TurkStat 2025 household-size/category shares as household calibration plus the cited city/official evidence; single-family uncertainty floor retained because the household source is national rather than Istanbul-specific.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "total": { "low": 53600, "model_mid": 62200, "high": 71400, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 56849.25777454274, "p50": 62193.996483270006, "p85": 68094.8408049276 }, "0.35": { "p15": 54982.3161035002, "p50": 62175.07149198165, "p85": 69909.95208894312 }, "0.70": { "p15": 53645.16424150779, "p50": 62107.30392078223, "p85": 71374.85251380038 } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "core_evidence": { "source_linked_model_components": 6, "deeper_evidence_records": 0, "core_evidence_state": "MODEL_ONLY_CORE", "search_index_eligible": false, "index_gate_reason": "Zero core components have captured numeric calibration evidence and no deeper published evidence profile exists yet.", "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "istanbul_rent", "publisher": "Emlakjet / Endeksa", "observation_period": "2026-08" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "istanbul_household", "publisher": "Turkish Statistical Institute (TurkStat / TÜİK)", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "istanbul_household", "publisher": "Turkish Statistical Institute (TurkStat / TÜİK)", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "istanbul_household", "publisher": "Turkish Statistical Institute (TurkStat / TÜİK)", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "istanbul_transit", "publisher": "Istanbul Metropolitan Municipality TUHIM", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "istanbul_household", "publisher": "Turkish Statistical Institute (TurkStat / TÜİK)", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 0, "direct_component_components": 0, "broad_calibration_components": 0 } }, "Mumbai": { "country": "India", "currency": "INR", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 28700, "mode": 41000, "high": 53300, "source_refs": [ "mumbai_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: mumbai_rent. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "utilities_connectivity": { "low": 3000, "mode": 4500, "high": 6000, "source_refs": [ "mumbai_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: mumbai_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 8400, "mode": 12000, "high": 16000, "source_refs": [ "mumbai_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: mumbai_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 3500, "mode": 5500, "high": 8000, "source_refs": [ "mumbai_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: mumbai_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 1000, "mode": 2000, "high": 3500, "source_refs": [ "mumbai_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: mumbai_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Medium" }, "household_personal": { "low": 2000, "mode": 3000, "high": 5000, "source_refs": [ "mumbai_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: mumbai_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "total": { "low": 59800, "model_mid": 68800, "high": 77900, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 62999.23362570814, "p50": 68796.03148914615, "p85": 74677.8684071761 }, "0.35": { "p15": 61278.990396855945, "p50": 68808.4715602325, "p85": 76348.21000364138 }, "0.70": { "p15": 59802.26372251429, "p50": 68700.6993224694, "p85": 77915.08104388378 } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "core_evidence": { "source_linked_model_components": 6, "deeper_evidence_records": 0, "core_evidence_state": "MODEL_ONLY_CORE", "search_index_eligible": false, "index_gate_reason": "Zero core components have captured numeric calibration evidence and no deeper published evidence profile exists yet.", "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "mumbai_rent", "publisher": "Housing.com", "observation_period": "2026-09" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "mumbai_household", "publisher": "MoSPI", "observation_period": "2023-24" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "mumbai_household", "publisher": "MoSPI", "observation_period": "2023-24" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "mumbai_household", "publisher": "MoSPI", "observation_period": "2023-24" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "mumbai_transit", "publisher": "Reliance Mumbai Metro", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "mumbai_household", "publisher": "MoSPI", "observation_period": "2023-24" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 0, "direct_component_components": 0, "broad_calibration_components": 0 } }, "Lagos": { "country": "Nigeria", "currency": "NGN", "publication_state": "PROVISIONAL", "confidence": "Low", "provisional_reason": "Market dispersion is high and household evidence is a national proxy rather than a city-specific expenditure survey.", "components": { "rent": { "low": 154000, "mode": 220000, "high": 325000, "source_refs": [ "lagos_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: lagos_rent. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Low" }, "utilities_connectivity": { "low": 90000, "mode": 150000, "high": 250000, "source_refs": [ "lagos_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: lagos_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 7, "confidence": "Low" }, "groceries": { "low": 160000, "mode": 230000, "high": 340000, "source_refs": [ "lagos_household", "lagos_ghs_panel_state_filter_2023_24" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: lagos_household, lagos_ghs_panel_state_filter_2023_24. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 7, "confidence": "Low" }, "eating_out": { "low": 60000, "mode": 100000, "high": 160000, "source_refs": [ "lagos_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: lagos_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 7, "confidence": "Low" }, "transit": { "low": 60000, "mode": 100000, "high": 180000, "source_refs": [ "lagos_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: lagos_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Low" }, "household_personal": { "low": 40000, "mode": 70000, "high": 120000, "source_refs": [ "lagos_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: lagos_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 7, "confidence": "Low" } }, "total": { "low": 781000, "model_mid": 931000, "high": 1100000, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 862162.1233508794, "p50": 935260.5229764588, "p85": 1011023.817252729 }, "0.35": { "p15": 814526.0868186239, "p50": 931269.2960464437, "p85": 1057016.311592064 }, "0.70": { "p15": 781302.2889246977, "p50": 929388.331073103, "p85": 1097039.4831678853 } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "core_evidence": { "source_linked_model_components": 6, "deeper_evidence_records": 0, "core_evidence_state": "MODEL_ONLY_CORE", "search_index_eligible": false, "index_gate_reason": "Zero core components have captured numeric calibration evidence and no deeper published evidence profile exists yet.", "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "lagos_rent", "publisher": "Nigeria Property Centre", "observation_period": "2026-09" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "lagos_household", "publisher": "National Bureau of Statistics Nigeria", "observation_period": "2023-24" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "lagos_household", "publisher": "National Bureau of Statistics Nigeria", "observation_period": "2023-24" }, { "source_id": "lagos_ghs_panel_state_filter_2023_24", "publisher": "National Bureau of Statistics Nigeria / World Bank LSMS", "observation_period": "2023-24" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "lagos_household", "publisher": "National Bureau of Statistics Nigeria", "observation_period": "2023-24" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "lagos_transit", "publisher": "LAMATA", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "lagos_household", "publisher": "National Bureau of Statistics Nigeria", "observation_period": "2023-24" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 0, "direct_component_components": 0, "broad_calibration_components": 0 } }, "Tokyo": { "country": "Japan", "currency": "JPY", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 112000, "mode": 160000, "high": 208000, "source_refs": [ "tokyo_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: tokyo_rent. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "utilities_connectivity": { "low": 16100, "mode": 23000, "high": 30000, "source_refs": [ "tokyo_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: tokyo_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 31500, "mode": 45000, "high": 58500, "source_refs": [ "tokyo_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: tokyo_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 12000, "mode": 18000, "high": 28000, "source_refs": [ "tokyo_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: tokyo_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 8000, "mode": 12000, "high": 16000, "source_refs": [ "tokyo_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: tokyo_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Medium" }, "household_personal": { "low": 8000, "mode": 12000, "high": 18000, "source_refs": [ "tokyo_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: tokyo_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "total": { "low": 238000, "model_mid": 272000, "high": 306000, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 249107.02463591492, "p50": 272144.14281873027, "p85": 294904.1037019093 }, "0.35": { "p15": 243051.73312207876, "p50": 271813.38238100905, "p85": 301045.2873168134 }, "0.70": { "p15": 237955.5732245522, "p50": 271861.6460591742, "p85": 306436.0901325066 } }, "earnings": { "state": "SOURCE_BACKED", "monthly_gross_benchmark": 375854, "currency": "JPY", "basis": "Tokyo Metropolitan Government June 2026 monthly labour-statistics regularly paid wages for establishments with 5+ regular workers across surveyed industries.", "source_refs": [ "tokyo_tmg_earnings_2026_06" ] }, "core_evidence": { "source_linked_model_components": 4, "deeper_evidence_records": 19, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "tokyo_rent", "publisher": "AtHome", "observation_period": "2026-07" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "tokyo_household", "publisher": "Statistics Bureau of Japan", "observation_period": "2025" }, { "source_id": "tokyo_tepco_standard_s_2026", "publisher": "TEPCO Energy Partner", "observation_period": "reviewed 2026-09-24" }, { "source_id": "tokyo_tepco_2026_09", "publisher": "TEPCO Power Grid", "observation_period": "September 2026" }, { "source_id": "tokyo_water_2026", "publisher": "Tokyo Metropolitan Government Bureau of Waterworks", "observation_period": "reviewed 2026-09-24" }, { "source_id": "tokyo_sewer_2026", "publisher": "Tokyo Metropolitan Government Bureau of Sewerage", "observation_period": "reviewed 2026-09-24" }, { "source_id": "tokyo_ntt_flets_2026", "publisher": "NTT East", "observation_period": "reviewed 2026-09-24" }, { "source_id": "tokyo_docomo_mobile_2026", "publisher": "NTT DOCOMO", "observation_period": "reviewed 2026-09-24" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "tokyo_household", "publisher": "Statistics Bureau of Japan", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "tokyo_household", "publisher": "Statistics Bureau of Japan", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "tokyo_transit", "publisher": "Tokyo Metro", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "tokyo_household", "publisher": "Statistics Bureau of Japan", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 2, "direct_component_components": 2, "broad_calibration_components": 0 } }, "São Paulo": { "country": "Brazil", "currency": "BRL", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 1750, "mode": 2500, "high": 3250, "source_refs": [ "s_o_paulo_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: s_o_paulo_rent. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "utilities_connectivity": { "low": 420.0, "mode": 600.0, "high": 800.0, "source_refs": [ "s_o_paulo_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: s_o_paulo_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "groceries": { "low": 630.0, "mode": 900.0, "high": 1200, "source_refs": [ "s_o_paulo_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: s_o_paulo_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "eating_out": { "low": 350.0, "mode": 500.0, "high": 750.0, "source_refs": [ "s_o_paulo_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: s_o_paulo_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" }, "transit": { "low": 250.0, "mode": 350.0, "high": 500.0, "source_refs": [ "s_o_paulo_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: s_o_paulo_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Medium" }, "household_personal": { "low": 250.0, "mode": 350.0, "high": 500.0, "source_refs": [ "s_o_paulo_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: s_o_paulo_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" } }, "total": { "low": 4640, "model_mid": 5280, "high": 5950, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 4903.525471599792, "p50": 5282.100168068917, "p85": 5660.622498695278 }, "0.35": { "p15": 4752.525128064657, "p50": 5279.022098335256, "p85": 5816.250489655486 }, "0.70": { "p15": 4637.250253367931, "p50": 5279.638898677876, "p85": 5951.727684671348 } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "core_evidence": { "source_linked_model_components": 6, "deeper_evidence_records": 0, "core_evidence_state": "MODEL_ONLY_CORE", "search_index_eligible": false, "index_gate_reason": "Zero core components have captured numeric calibration evidence and no deeper published evidence profile exists yet.", "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "s_o_paulo_rent", "publisher": "FipeZAP", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "s_o_paulo_household", "publisher": "Fipe IPC", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "s_o_paulo_household", "publisher": "Fipe IPC", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "s_o_paulo_household", "publisher": "Fipe IPC", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "s_o_paulo_transit", "publisher": "SPTrans", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "s_o_paulo_household", "publisher": "Fipe IPC", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 0, "direct_component_components": 0, "broad_calibration_components": 0 } }, "Jakarta": { "country": "Indonesia", "currency": "IDR", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 2940000, "mode": 4200000, "high": 6000000, "source_refs": [ "jakarta_rent", "jakarta_rent_cipinang_99co_q3_2026" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: jakarta_rent, jakarta_rent_cipinang_99co_q3_2026. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "utilities_connectivity": { "low": 800000, "mode": 1200000, "high": 1800000, "source_refs": [ "jakarta_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: jakarta_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "groceries": { "low": 1050000, "mode": 1500000, "high": 2000000, "source_refs": [ "jakarta_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: jakarta_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "eating_out": { "low": 500000, "mode": 800000, "high": 1200000, "source_refs": [ "jakarta_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: jakarta_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" }, "transit": { "low": 300000, "mode": 500000, "high": 800000, "source_refs": [ "jakarta_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: jakarta_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Medium" }, "household_personal": { "low": 400000, "mode": 600000, "high": 900000, "source_refs": [ "jakarta_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: jakarta_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" } }, "total": { "low": 7850000, "model_mid": 9130000, "high": 10490000, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 8404137.201527337, "p50": 9131828.756095776, "p85": 9938851.837875558 }, "0.35": { "p15": 8107082.07364801, "p50": 9128068.842143029, "p85": 10246728.53232099 }, "0.70": { "p15": 7854439.639430492, "p50": 9108803.55156735, "p85": 10491692.766644316 } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "core_evidence": { "source_linked_model_components": 6, "deeper_evidence_records": 0, "core_evidence_state": "MODEL_ONLY_CORE", "search_index_eligible": false, "index_gate_reason": "Zero core components have captured numeric calibration evidence and no deeper published evidence profile exists yet.", "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "jakarta_rent", "publisher": "Cushman & Wakefield", "observation_period": "2026-Q1" }, { "source_id": "jakarta_rent_cipinang_99co_q3_2026", "publisher": "99.co Indonesia", "observation_period": "2026-Q3" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "jakarta_household", "publisher": "BPS DKI Jakarta", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "jakarta_household", "publisher": "BPS DKI Jakarta", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "jakarta_household", "publisher": "BPS DKI Jakarta", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "jakarta_transit", "publisher": "TransJakarta", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "jakarta_household", "publisher": "BPS DKI Jakarta", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 0, "direct_component_components": 0, "broad_calibration_components": 0 } }, "Cairo": { "country": "Egypt", "currency": "EGP", "publication_state": "PROVISIONAL", "confidence": "Low", "provisional_reason": "The latest directly usable household survey is old relative to current inflation and rental conditions.", "components": { "rent": { "low": 12000, "mode": 18000, "high": 28000, "source_refs": [ "cairo_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: cairo_rent. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Low" }, "utilities_connectivity": { "low": 2500, "mode": 4000, "high": 6000, "source_refs": [ "cairo_household", "cairo_cpi_2026" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "CLC normalized model estimate anchored to the 2021 household survey and calibrated for current price conditions using the August 2026 urban CPI release; CAPMAS/CBE records share an institutional lineage and are not counted as independent source families.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "groceries": { "low": 6000, "mode": 9000, "high": 13000, "source_refs": [ "cairo_household", "cairo_cpi_2026" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "CLC normalized model estimate anchored to the 2021 household survey and calibrated for current price conditions using the August 2026 urban CPI release; CAPMAS/CBE records share an institutional lineage and are not counted as independent source families.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "eating_out": { "low": 2500, "mode": 4000, "high": 6500, "source_refs": [ "cairo_household", "cairo_cpi_2026" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "CLC normalized model estimate anchored to the 2021 household survey and calibrated for current price conditions using the August 2026 urban CPI release; CAPMAS/CBE records share an institutional lineage and are not counted as independent source families.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" }, "transit": { "low": 1500, "mode": 2500, "high": 4000, "source_refs": [ "cairo_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: cairo_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Low" }, "household_personal": { "low": 1500, "mode": 2500, "high": 4000, "source_refs": [ "cairo_household", "cairo_cpi_2026" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "CLC normalized model estimate anchored to the 2021 household survey and calibrated for current price conditions using the August 2026 urban CPI release; CAPMAS/CBE records share an institutional lineage and are not counted as independent source families.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" } }, "total": { "low": 35600, "model_mid": 42300, "high": 49700, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 38431.537298068346, "p50": 42313.71270661105, "p85": 46708.18845583046 }, "0.35": { "p15": 36907.3477602353, "p50": 42256.77053234952, "p85": 48271.00483663861 }, "0.70": { "p15": 35645.09449860791, "p50": 42217.77906377021, "p85": 49655.12485183334 } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "core_evidence": { "source_linked_model_components": 6, "deeper_evidence_records": 0, "core_evidence_state": "MODEL_ONLY_CORE", "search_index_eligible": false, "index_gate_reason": "Zero core components have captured numeric calibration evidence and no deeper published evidence profile exists yet.", "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "cairo_rent", "publisher": "Property Finder Egypt", "observation_period": "2026-09" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "cairo_household", "publisher": "CAPMAS", "observation_period": "2021" }, { "source_id": "cairo_cpi_2026", "publisher": "Central Bank of Egypt / CAPMAS", "observation_period": "2026-08" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "cairo_household", "publisher": "CAPMAS", "observation_period": "2021" }, { "source_id": "cairo_cpi_2026", "publisher": "Central Bank of Egypt / CAPMAS", "observation_period": "2026-08" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "cairo_household", "publisher": "CAPMAS", "observation_period": "2021" }, { "source_id": "cairo_cpi_2026", "publisher": "Central Bank of Egypt / CAPMAS", "observation_period": "2026-08" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "cairo_transit", "publisher": "Cairo Governorate", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "cairo_household", "publisher": "CAPMAS", "observation_period": "2021" }, { "source_id": "cairo_cpi_2026", "publisher": "Central Bank of Egypt / CAPMAS", "observation_period": "2026-08" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 0, "direct_component_components": 0, "broad_calibration_components": 0 } }, "Seoul": { "country": "South Korea", "currency": "KRW", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 735000, "mode": 1050000, "high": 1360000, "source_refs": [ "seoul_rent", "seoul_rent_size_validation_2026" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized 35–55 m² Seoul solo-renter anchor. The ≤33 m² citywide Dabang/MOLIT series is a lower-size trend check; size-banded Sillim-dong MOLIT contracts directly overlap 35–45 m² and support the current ₩1.05m midpoint while exposing deposit/rent variation.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "utilities_connectivity": { "low": 154000, "mode": 220000, "high": 300000, "source_refs": [ "seoul_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: seoul_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 7, "confidence": "Medium" }, "groceries": { "low": 315000, "mode": 450000, "high": 600000, "source_refs": [ "seoul_household", "seoul_regional_income_expenditure_kosis", "seoul_current_consumer_spend_kcb" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: seoul_household, seoul_regional_income_expenditure_kosis, seoul_current_consumer_spend_kcb. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 220000, "mode": 300000, "high": 420000, "source_refs": [ "seoul_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: seoul_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 7, "confidence": "Medium" }, "transit": { "low": 50000, "mode": 62000, "high": 80000, "source_refs": [ "seoul_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: seoul_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Medium" }, "household_personal": { "low": 100000, "mode": 150000, "high": 220000, "source_refs": [ "seoul_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: seoul_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 7, "confidence": "Medium" } }, "total": { "low": 1990000, "model_mid": 2260000, "high": 2540000, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 2100919.447403877, "p50": 2261991.521937394, "p85": 2425360.0570197813 }, "0.35": { "p15": 2037326.3944313028, "p50": 2262765.2435866427, "p85": 2487099.8177544046 }, "0.70": { "p15": 1985710.8376716336, "p50": 2258201.3268288868, "p85": 2540309.252420442 } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "core_evidence": { "source_linked_model_components": 5, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "seoul_rent", "publisher": "NewsPim / Dabang", "observation_period": "2026-07" }, { "source_id": "seoul_rent_size_validation_2026", "publisher": "KoreaHomeGuide / MOLIT", "observation_period": "through 2026-08" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "seoul_household", "publisher": "Statistics Korea", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "seoul_household", "publisher": "Statistics Korea", "observation_period": "2025" }, { "source_id": "seoul_regional_income_expenditure_kosis", "publisher": "Seoul Data Hub / KOSIS", "observation_period": "annual series current at 2026-09" }, { "source_id": "seoul_current_consumer_spend_kcb", "publisher": "Seoul Data Hub / KCB", "observation_period": "2026 monthly series" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "seoul_household", "publisher": "Statistics Korea", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "seoul_transit", "publisher": "Seoul Metropolitan Government", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "seoul_household", "publisher": "Statistics Korea", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 1, "direct_component_components": 1, "broad_calibration_components": 0 } }, "New York": { "country": "United States", "currency": "USD", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 1720, "mode": 2450, "high": 3180, "source_refs": [ "new_york_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: new_york_rent. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "utilities_connectivity": { "low": 196.0, "mode": 280.0, "high": 364.0, "source_refs": [ "new_york_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: new_york_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "groceries": { "low": 350.0, "mode": 500.0, "high": 650.0, "source_refs": [ "new_york_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: new_york_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "eating_out": { "low": 180.0, "mode": 260.0, "high": 360.0, "source_refs": [ "new_york_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: new_york_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" }, "transit": { "low": 140.0, "mode": 152.0, "high": 170.0, "source_refs": [ "new_york_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: new_york_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Medium" }, "household_personal": { "low": 120.0, "mode": 180.0, "high": 250.0, "source_refs": [ "new_york_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: new_york_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" } }, "total": { "low": 3370, "model_mid": 3840, "high": 4300, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 3494.6774122249963, "p50": 3835.852374191364, "p85": 4173.110861244174 }, "0.35": { "p15": 3433.3149575470347, "p50": 3835.4166751104394, "p85": 4237.658678375317 }, "0.70": { "p15": 3373.5195481102514, "p50": 3830.8523738102695, "p85": 4297.439736675582 } }, "earnings": { "state": "SOURCE_BACKED", "annual_gross_mean": 86320.0, "monthly_gross_mean": 7193.33, "currency": "USD", "basis": "BLS OEWS all-occupations mean hourly wage, May 2025; annualized at 2,080 hours and divided by 12.", "source_refs": [ "new_york_bls_oews_2025" ] }, "core_evidence": { "source_linked_model_components": 0, "deeper_evidence_records": 22, "core_evidence_state": "DIRECT_COMPONENT_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "new_york_rent", "publisher": "Leasebreak/LeaseSwap NYC", "observation_period": "2026-09" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "new_york_household", "publisher": "U.S. Bureau of Labor Statistics", "observation_period": "2023-24" }, { "source_id": "new_york_bls_electricity_2024", "publisher": "Federal Reserve Bank of St. Louis (FRED); source: U.S. Bureau of Labor Statistics", "observation_period": "2024" }, { "source_id": "new_york_bls_natural_gas_2024", "publisher": "Federal Reserve Bank of St. Louis (FRED); source: U.S. Bureau of Labor Statistics", "observation_period": "2024" }, { "source_id": "new_york_bls_other_fuels_2024", "publisher": "Federal Reserve Bank of St. Louis (FRED); source: U.S. Bureau of Labor Statistics", "observation_period": "2024" }, { "source_id": "new_york_bls_water_2024", "publisher": "Federal Reserve Bank of St. Louis (FRED); source: U.S. Bureau of Labor Statistics", "observation_period": "2024" }, { "source_id": "new_york_bls_mobile_2024", "publisher": "Federal Reserve Bank of St. Louis (FRED); source: U.S. Bureau of Labor Statistics", "observation_period": "2024" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "groceries": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "new_york_household", "publisher": "U.S. Bureau of Labor Statistics", "observation_period": "2023-24" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "eating_out": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "new_york_household", "publisher": "U.S. Bureau of Labor Statistics", "observation_period": "2023-24" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "new_york_transit", "publisher": "MTA", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "new_york_household", "publisher": "U.S. Bureau of Labor Statistics", "observation_period": "2023-24" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." } }, "numeric_calibration_components": 6, "direct_component_components": 6, "broad_calibration_components": 0 } }, "London": { "country": "United Kingdom", "currency": "GBP", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 1160, "mode": 1650, "high": 2140, "source_refs": [ "london_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: london_rent. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 10, "confidence": "Medium" }, "utilities_connectivity": { "low": 196.0, "mode": 280.0, "high": 364.0, "source_refs": [ "london_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: london_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 231.0, "mode": 330.0, "high": 429.0, "source_refs": [ "london_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: london_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 120.0, "mode": 180.0, "high": 260.0, "source_refs": [ "london_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: london_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 172.0, "mode": 202.0, "high": 247.0, "source_refs": [ "london_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: london_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Medium" }, "household_personal": { "low": 100.0, "mode": 150.0, "high": 220.0, "source_refs": [ "london_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: london_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "total": { "low": 2470, "model_mid": 2810, "high": 3150, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 2581.112997328424, "p50": 2810.8776131717113, "p85": 3039.9657629541475 }, "0.35": { "p15": 2523.3886193623334, "p50": 2809.229008616781, "p85": 3102.2523332700125 }, "0.70": { "p15": 2468.9277276030425, "p50": 2809.4181329901576, "p85": 3148.217813080177 } }, "earnings": { "state": "SOURCE_BACKED", "monthly_gross_benchmark": 3082, "currency": "GBP", "basis": "ONS seasonally adjusted median monthly PAYE pay for London, May 2026.", "source_refs": [ "london_ons_pay_2026_05" ] }, "core_evidence": { "source_linked_model_components": 3, "deeper_evidence_records": 20, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "london_rent", "publisher": "Office for National Statistics", "observation_period": "2026-07" }, { "source_id": "london_ons_ealing_rents_2026_08", "publisher": "Office for National Statistics", "observation_period": "August 2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "london_household", "publisher": "Office for National Statistics", "observation_period": "2024-25" }, { "source_id": "london_ofgem_cap_2026_q3", "publisher": "Ofgem", "observation_period": "1 Jul–30 Sep 2026" }, { "source_id": "london_thames_water_2026_27", "publisher": "Thames Water", "observation_period": "2026–27" }, { "source_id": "london_bt_full_fibre_2026", "publisher": "BT", "observation_period": "reviewed 2026-09-24" }, { "source_id": "london_ee_sim_2026", "publisher": "EE", "observation_period": "reviewed 2026-09-24" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "london_household", "publisher": "Office for National Statistics", "observation_period": "2024-25" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "london_household", "publisher": "Office for National Statistics", "observation_period": "2024-25" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "london_transit", "publisher": "Transport for London", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "london_household", "publisher": "Office for National Statistics", "observation_period": "2024-25" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 3, "direct_component_components": 3, "broad_calibration_components": 0 } }, "Los Angeles": { "country": "United States", "currency": "USD", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 1300, "mode": 1850, "high": 2400, "source_refs": [ "los_angeles_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: los_angeles_rent. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "utilities_connectivity": { "low": 210.0, "mode": 300.0, "high": 400.0, "source_refs": [ "los_angeles_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: los_angeles_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "groceries": { "low": 364.0, "mode": 520.0, "high": 680.0, "source_refs": [ "los_angeles_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: los_angeles_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "eating_out": { "low": 180.0, "mode": 260.0, "high": 380.0, "source_refs": [ "los_angeles_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: los_angeles_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" }, "transit": { "low": 72.0, "mode": 78.0, "high": 95.0, "source_refs": [ "los_angeles_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: los_angeles_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Medium" }, "household_personal": { "low": 120.0, "mode": 180.0, "high": 250.0, "source_refs": [ "los_angeles_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: los_angeles_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" } }, "total": { "low": 2820, "model_mid": 3210, "high": 3610, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 2948.648563233878, "p50": 3212.972763357006, "p85": 3473.7632726889306 }, "0.35": { "p15": 2882.1516109504882, "p50": 3214.632345769497, "p85": 3547.5220297824194 }, "0.70": { "p15": 2820.478617952533, "p50": 3212.4896558424007, "p85": 3611.8492234984114 } }, "earnings": { "state": "SOURCE_BACKED", "annual_gross_mean": 77272.0, "monthly_gross_mean": 6439.33, "currency": "USD", "basis": "BLS OEWS all-occupations mean hourly wage, May 2025; annualized at 2,080 hours and divided by 12.", "source_refs": [ "los_angeles_bls_oews_2025" ] }, "core_evidence": { "source_linked_model_components": 0, "deeper_evidence_records": 22, "core_evidence_state": "DIRECT_COMPONENT_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "los_angeles_rent", "publisher": "Apartment List", "observation_period": "2026-08" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "los_angeles_household", "publisher": "U.S. Bureau of Labor Statistics", "observation_period": "2023-24" }, { "source_id": "los_angeles_bls_electricity_2024", "publisher": "Federal Reserve Bank of St. Louis (FRED); source: U.S. Bureau of Labor Statistics", "observation_period": "2024" }, { "source_id": "los_angeles_bls_natural_gas_2024", "publisher": "Federal Reserve Bank of St. Louis (FRED); source: U.S. Bureau of Labor Statistics", "observation_period": "2024" }, { "source_id": "los_angeles_bls_other_fuels_2024", "publisher": "Federal Reserve Bank of St. Louis (FRED); source: U.S. Bureau of Labor Statistics", "observation_period": "2024" }, { "source_id": "los_angeles_bls_water_2024", "publisher": "Federal Reserve Bank of St. Louis (FRED); source: U.S. Bureau of Labor Statistics", "observation_period": "2024" }, { "source_id": "los_angeles_bls_mobile_2024", "publisher": "Federal Reserve Bank of St. Louis (FRED); source: U.S. Bureau of Labor Statistics", "observation_period": "2024" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "groceries": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "los_angeles_household", "publisher": "U.S. Bureau of Labor Statistics", "observation_period": "2023-24" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "eating_out": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "los_angeles_household", "publisher": "U.S. Bureau of Labor Statistics", "observation_period": "2023-24" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "los_angeles_transit", "publisher": "LA Metro", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "los_angeles_household", "publisher": "U.S. Bureau of Labor Statistics", "observation_period": "2023-24" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." } }, "numeric_calibration_components": 6, "direct_component_components": 6, "broad_calibration_components": 0 } }, "Singapore": { "country": "Singapore", "currency": "SGD", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 2030, "mode": 2900, "high": 3770, "source_refs": [ "singapore_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: singapore_rent. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 10, "confidence": "Medium" }, "utilities_connectivity": { "low": 175.0, "mode": 250.0, "high": 330.0, "source_refs": [ "singapore_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: singapore_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "groceries": { "low": 336.0, "mode": 480.0, "high": 650.0, "source_refs": [ "singapore_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: singapore_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "eating_out": { "low": 180.0, "mode": 260.0, "high": 380.0, "source_refs": [ "singapore_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: singapore_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" }, "transit": { "low": 100.0, "mode": 122.0, "high": 150.0, "source_refs": [ "singapore_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: singapore_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Medium" }, "household_personal": { "low": 120.0, "mode": 180.0, "high": 250.0, "source_refs": [ "singapore_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: singapore_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" } }, "total": { "low": 3690, "model_mid": 4220, "high": 4750, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 3821.527923784156, "p50": 4224.332254022174, "p85": 4625.746516148439 }, "0.35": { "p15": 3750.987699792518, "p50": 4221.38085959968, "p85": 4686.966276268121 }, "0.70": { "p15": 3688.262910814913, "p50": 4217.517482092189, "p85": 4754.738652647027 } }, "earnings": { "state": "SOURCE_BACKED", "monthly_gross_benchmark": 5775, "currency": "SGD", "basis": "MOM 2025 median gross monthly income from employment for full-time employed residents, including employer/platform CPF contributions.", "source_refs": [ "singapore_mom_income_2025" ] }, "core_evidence": { "source_linked_model_components": 4, "deeper_evidence_records": 19, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "singapore_rent", "publisher": "Singapore Government Data / HDB", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "singapore_household", "publisher": "Singapore Department of Statistics", "observation_period": "2023" }, { "source_id": "singapore_starhub_broadband_2026", "publisher": "StarHub", "observation_period": "reviewed 2026-09-24" }, { "source_id": "singapore_starhub_mobile_2026", "publisher": "StarHub", "observation_period": "2026 / reviewed 2026-09-24" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "singapore_household", "publisher": "Singapore Department of Statistics", "observation_period": "2023" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "singapore_household", "publisher": "Singapore Department of Statistics", "observation_period": "2023" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "singapore_transit", "publisher": "Public Transport Council Singapore", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "singapore_household", "publisher": "Singapore Department of Statistics", "observation_period": "2023" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 2, "direct_component_components": 2, "broad_calibration_components": 0 } }, "Sydney": { "country": "Australia", "currency": "AUD", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 1960, "mode": 2800, "high": 3640, "source_refs": [ "sydney_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: sydney_rent. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 10, "confidence": "Medium" }, "utilities_connectivity": { "low": 231.0, "mode": 330.0, "high": 450.0, "source_refs": [ "sydney_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: sydney_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 406.0, "mode": 580.0, "high": 754.0, "source_refs": [ "sydney_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: sydney_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "eating_out": { "low": 220.0, "mode": 320.0, "high": 450.0, "source_refs": [ "sydney_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: sydney_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 150.0, "mode": 217.0, "high": 250.0, "source_refs": [ "sydney_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: sydney_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Medium" }, "household_personal": { "low": 150.0, "mode": 220.0, "high": 300.0, "source_refs": [ "sydney_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: sydney_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "total": { "low": 3920, "model_mid": 4480, "high": 5030, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 4083.5692633050503, "p50": 4478.211005923493, "p85": 4868.6461017472875 }, "0.35": { "p15": 3997.5942702227712, "p50": 4475.846982077827, "p85": 4950.800851518637 }, "0.70": { "p15": 3920.819042352819, "p50": 4476.960134368236, "p85": 5033.168248194239 } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "core_evidence": { "source_linked_model_components": 6, "deeper_evidence_records": 0, "core_evidence_state": "MODEL_ONLY_CORE", "search_index_eligible": false, "index_gate_reason": "Zero core components have captured numeric calibration evidence and no deeper published evidence profile exists yet.", "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "sydney_rent", "publisher": "NSW Department of Communities and Justice", "observation_period": "2026-06" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "sydney_household", "publisher": "Australian Bureau of Statistics", "observation_period": "2026-07" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "sydney_household", "publisher": "Australian Bureau of Statistics", "observation_period": "2026-07" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "sydney_household", "publisher": "Australian Bureau of Statistics", "observation_period": "2026-07" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "sydney_transit", "publisher": "Transport for NSW", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "sydney_household", "publisher": "Australian Bureau of Statistics", "observation_period": "2026-07" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 0, "direct_component_components": 0, "broad_calibration_components": 0 } }, "Hong Kong": { "country": "Hong Kong", "currency": "HKD", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 9800, "mode": 14000, "high": 18200, "source_refs": [ "hong_kong_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: hong_kong_rent. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 10, "confidence": "Medium" }, "utilities_connectivity": { "low": 840.0, "mode": 1200, "high": 1600, "source_refs": [ "hong_kong_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: hong_kong_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "groceries": { "low": 2240, "mode": 3200, "high": 4200, "source_refs": [ "hong_kong_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: hong_kong_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "eating_out": { "low": 1200, "mode": 1800, "high": 2600, "source_refs": [ "hong_kong_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: hong_kong_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" }, "transit": { "low": 500.0, "mode": 800.0, "high": 1200, "source_refs": [ "hong_kong_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: hong_kong_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Medium" }, "household_personal": { "low": 700.0, "mode": 1000, "high": 1500, "source_refs": [ "hong_kong_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: hong_kong_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" } }, "total": { "low": 19400, "model_mid": 22200, "high": 25000, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 20229.20135574093, "p50": 22185.138422322027, "p85": 24143.88095482888 }, "0.35": { "p15": 19756.26510639584, "p50": 22180.39412185461, "p85": 24608.703004798077 }, "0.70": { "p15": 19375.807664292006, "p50": 22183.495943740665, "p85": 25015.084040382386 } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "core_evidence": { "source_linked_model_components": 6, "deeper_evidence_records": 0, "core_evidence_state": "MODEL_ONLY_CORE", "search_index_eligible": false, "index_gate_reason": "Zero core components have captured numeric calibration evidence and no deeper published evidence profile exists yet.", "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "hong_kong_rent", "publisher": "Hong Kong Rating and Valuation Department", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "hong_kong_household", "publisher": "Hong Kong Census and Statistics Department", "observation_period": "2024-25" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "hong_kong_household", "publisher": "Hong Kong Census and Statistics Department", "observation_period": "2024-25" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "hong_kong_household", "publisher": "Hong Kong Census and Statistics Department", "observation_period": "2024-25" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "hong_kong_transit", "publisher": "MTR", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "hong_kong_household", "publisher": "Hong Kong Census and Statistics Department", "observation_period": "2024-25" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 0, "direct_component_components": 0, "broad_calibration_components": 0 } }, "Dubai": { "country": "United Arab Emirates", "currency": "AED", "publication_state": "PROVISIONAL", "confidence": "Low", "provisional_reason": "Current rent, transit and grocery-price evidence is strong, but the latest completed 2024 household survey does not yet have linked result tables in this build. Non-housing absolute spending still relies partly on an older official HIES baseline calibrated with newer price evidence.", "components": { "rent": { "low": 3570, "mode": 5100, "high": 6630, "source_refs": [ "dubai_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: dubai_rent. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "utilities_connectivity": { "low": 700.0, "mode": 1000, "high": 1400, "source_refs": [ "dubai_hies_2014_2015_per_capita", "dubai_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "CLC normalized solo utilities/connectivity anchor using the official Dubai HIES absolute per-capita baseline as an older level reference and the 2025 CPI only as a price-change calibration. Because the absolute baseline is old, this component remains Low confidence.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "groceries": { "low": 910.0, "mode": 1300, "high": 1700, "source_refs": [ "dubai_hies_2014_2015_per_capita", "dubai_household", "dubai_essential_goods_2026" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "CLC normalized monthly grocery basket using the official Dubai HIES per-capita food baseline, current Dubai/UAE retail item-price monitoring, and CPI as inflation calibration. The current item-price layer improves freshness but does not replace a current full household budget.", "volatility_class": "volatile", "confidence_score": 6, "confidence": "Low" }, "eating_out": { "low": 550.0, "mode": 800.0, "high": 1200, "source_refs": [ "dubai_hies_2014_2015_per_capita", "dubai_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "CLC moderate eating-out allowance anchored to the official HIES restaurants/hotels category and calibrated for subsequent price change; the absolute HIES level is old, so confidence remains Low.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" }, "transit": { "low": 250.0, "mode": 400.0, "high": 650.0, "source_refs": [ "dubai_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: dubai_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Medium" }, "household_personal": { "low": 300.0, "mode": 450.0, "high": 650.0, "source_refs": [ "dubai_hies_2014_2015_per_capita", "dubai_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "CLC household/personal essentials allowance anchored to official HIES household-maintenance/miscellaneous spending categories and calibrated for later price change; the absolute baseline is old, so confidence remains Low.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" } }, "total": { "low": 8000, "model_mid": 9170, "high": 10400, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 8445.571344411657, "p50": 9181.61462671548, "p85": 9923.65160826883 }, "0.35": { "p15": 8205.967713992084, "p50": 9171.634322975631, "p85": 10164.432468787189 }, "0.70": { "p15": 8002.610066668803, "p50": 9167.172072283533, "p85": 10369.161343776792 } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "core_evidence": { "source_linked_model_components": 1, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "dubai_rent", "publisher": "Bayut", "observation_period": "2026-H1" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "dubai_hies_2014_2015_per_capita", "publisher": "Dubai Statistics Center", "observation_period": "2014 (HIES 2014/2015)" }, { "source_id": "dubai_household", "publisher": "Dubai Statistics Center", "observation_period": "2025" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "groceries": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "dubai_hies_2014_2015_per_capita", "publisher": "Dubai Statistics Center", "observation_period": "2014 (HIES 2014/2015)" }, { "source_id": "dubai_household", "publisher": "Dubai Statistics Center", "observation_period": "2025" }, { "source_id": "dubai_essential_goods_2026", "publisher": "UAE Ministry of Economy & Tourism", "observation_period": "2026-08/09" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "eating_out": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "dubai_hies_2014_2015_per_capita", "publisher": "Dubai Statistics Center", "observation_period": "2014 (HIES 2014/2015)" }, { "source_id": "dubai_household", "publisher": "Dubai Statistics Center", "observation_period": "2025" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "dubai_transit", "publisher": "Roads and Transport Authority Dubai", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "dubai_hies_2014_2015_per_capita", "publisher": "Dubai Statistics Center", "observation_period": "2014 (HIES 2014/2015)" }, { "source_id": "dubai_household", "publisher": "Dubai Statistics Center", "observation_period": "2025" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." } }, "numeric_calibration_components": 5, "direct_component_components": 5, "broad_calibration_components": 0 } }, "Paris": { "country": "France", "currency": "EUR", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 840.0, "mode": 1200, "high": 1560, "source_refs": [ "paris_rent", "paris_private_renter_burden_2026" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: paris_rent, paris_private_renter_burden_2026. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 10, "confidence": "Medium" }, "utilities_connectivity": { "low": 161.0, "mode": 230.0, "high": 300.0, "source_refs": [ "paris_household", "paris_energy_vulnerability_idf_2026" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: paris_household, paris_energy_vulnerability_idf_2026. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 252.0, "mode": 360.0, "high": 470.0, "source_refs": [ "paris_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: paris_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 130.0, "mode": 190.0, "high": 280.0, "source_refs": [ "paris_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: paris_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 7, "confidence": "Medium" }, "transit": { "low": 90.8, "mode": 90.8, "high": 110.0, "source_refs": [ "paris_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: paris_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Medium" }, "household_personal": { "low": 100.0, "mode": 150.0, "high": 220.0, "source_refs": [ "paris_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: paris_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 7, "confidence": "Medium" } }, "total": { "low": 1970, "model_mid": 2250, "high": 2520, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 2070.1476351572246, "p50": 2243.961836281459, "p85": 2418.4298882928233 }, "0.35": { "p15": 2022.0460157592775, "p50": 2245.8710213369704, "p85": 2473.1057792001498 }, "0.70": { "p15": 1971.466579815545, "p50": 2242.725492471928, "p85": 2518.5409550920417 } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "core_evidence": { "source_linked_model_components": 6, "deeper_evidence_records": 0, "core_evidence_state": "MODEL_ONLY_CORE", "search_index_eligible": false, "index_gate_reason": "Zero core components have captured numeric calibration evidence and no deeper published evidence profile exists yet.", "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "paris_rent", "publisher": "OLAP", "observation_period": "2025" }, { "source_id": "paris_private_renter_burden_2026", "publisher": "INSEE Île-de-France / OLAP", "observation_period": "published 2026-05; underlying renter data 2022" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "paris_household", "publisher": "INSEE", "observation_period": "2025" }, { "source_id": "paris_energy_vulnerability_idf_2026", "publisher": "INSEE Île-de-France", "observation_period": "published 2026-02; modelled household data 2021" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "paris_household", "publisher": "INSEE", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "paris_household", "publisher": "INSEE", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "paris_transit", "publisher": "Île-de-France Mobilités", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "paris_household", "publisher": "INSEE", "observation_period": "2025" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 0, "direct_component_components": 0, "broad_calibration_components": 0 } }, "Toronto": { "country": "Canada", "currency": "CAD", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 1750, "mode": 2500, "high": 3250, "source_refs": [ "toronto_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: toronto_rent. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 10, "confidence": "Medium" }, "utilities_connectivity": { "low": 210.0, "mode": 300.0, "high": 400.0, "source_refs": [ "toronto_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: toronto_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "groceries": { "low": 350.0, "mode": 500.0, "high": 650.0, "source_refs": [ "toronto_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: toronto_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "eating_out": { "low": 150.0, "mode": 240.0, "high": 350.0, "source_refs": [ "toronto_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: toronto_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" }, "transit": { "low": 143.0, "mode": 155.0, "high": 165.0, "source_refs": [ "toronto_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: toronto_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Medium" }, "household_personal": { "low": 120.0, "mode": 180.0, "high": 260.0, "source_refs": [ "toronto_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: toronto_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" } }, "total": { "low": 3410, "model_mid": 3890, "high": 4370, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 3540.5438414253995, "p50": 3890.894861733885, "p85": 4239.611489305598 }, "0.35": { "p15": 3474.420235767897, "p50": 3887.944100339416, "p85": 4305.767081584666 }, "0.70": { "p15": 3413.1484470947175, "p50": 3887.897688462141, "p85": 4369.0868704349405 } }, "earnings": { "state": "SOURCE_BACKED", "annual_gross_median": 62200.0, "monthly_gross_median": 5183.33, "currency": "CAD", "basis": "Median wages, salaries and commissions excluding zeros, age 25–54, total gender, city geography, 2024; monthly gross equivalent.", "source_refs": [ "toronto_statcan_income_2024" ] }, "core_evidence": { "source_linked_model_components": 0, "deeper_evidence_records": 27, "core_evidence_state": "DIRECT_COMPONENT_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "toronto_rent", "publisher": "City of Toronto / CMHC", "observation_period": "2026" }, { "source_id": "toronto_statcan_rent_2026q2", "publisher": "Statistics Canada", "observation_period": "2026-Q2" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "toronto_household", "publisher": "Statistics Canada", "observation_period": "2023; weights updated 2026-09" }, { "source_id": "toronto_statcan_shs_2023", "publisher": "Statistics Canada", "observation_period": "2023" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "groceries": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "toronto_household", "publisher": "Statistics Canada", "observation_period": "2023; weights updated 2026-09" }, { "source_id": "toronto_statcan_retail_2026m07", "publisher": "Statistics Canada", "observation_period": "2026-05 to 2026-07" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "eating_out": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "toronto_household", "publisher": "Statistics Canada", "observation_period": "2023; weights updated 2026-09" }, { "source_id": "toronto_statcan_shs_summary_2023", "publisher": "Statistics Canada", "observation_period": "2023" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "toronto_transit", "publisher": "Toronto Transit Commission", "observation_period": "effective 2026-07/09" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "toronto_household", "publisher": "Statistics Canada", "observation_period": "2023; weights updated 2026-09" }, { "source_id": "toronto_statcan_shs_summary_2023", "publisher": "Statistics Canada", "observation_period": "2023" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." } }, "numeric_calibration_components": 6, "direct_component_components": 6, "broad_calibration_components": 0 } }, "Mexico City": { "country": "Mexico", "currency": "MXN", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 10500, "mode": 15000, "high": 20000, "source_refs": [ "mexico_city_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: mexico_city_rent. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "utilities_connectivity": { "low": 900.0, "mode": 1400, "high": 2200, "source_refs": [ "mexico_city_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: mexico_city_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "groceries": { "low": 3360, "mode": 4800, "high": 6500, "source_refs": [ "mexico_city_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: mexico_city_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 9, "confidence": "Medium" }, "eating_out": { "low": 1800, "mode": 2800, "high": 4200, "source_refs": [ "mexico_city_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: mexico_city_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" }, "transit": { "low": 350.0, "mode": 500.0, "high": 800.0, "source_refs": [ "mexico_city_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: mexico_city_transit. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 10, "confidence": "Medium" }, "household_personal": { "low": 900.0, "mode": 1400, "high": 2200, "source_refs": [ "mexico_city_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: mexico_city_household. Mode is an explicit research-normalized anchor; low/high encode documented uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 9, "confidence": "Medium" } }, "total": { "low": 22900, "model_mid": 26500, "high": 30200, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "sensitivity_quantiles": { "0.00": { "p15": 24261.60930493193, "p50": 26510.73100104314, "p85": 28852.325924632325 }, "0.35": { "p15": 23568.374247602787, "p50": 26510.902966809837, "p85": 29584.231446500988 }, "0.70": { "p15": 22926.38436633152, "p50": 26459.46295736194, "p85": 30154.71894083525 } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "core_evidence": { "source_linked_model_components": 6, "deeper_evidence_records": 0, "core_evidence_state": "MODEL_ONLY_CORE", "search_index_eligible": false, "index_gate_reason": "Zero core components have captured numeric calibration evidence and no deeper published evidence profile exists yet.", "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "mexico_city_rent", "publisher": "Inmuebles24", "observation_period": "2026-09" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "mexico_city_household", "publisher": "INEGI", "observation_period": "2024" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "mexico_city_household", "publisher": "INEGI", "observation_period": "2024" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "mexico_city_household", "publisher": "INEGI", "observation_period": "2024" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "mexico_city_transit", "publisher": "Metro CDMX", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "mexico_city_household", "publisher": "INEGI", "observation_period": "2024" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 0, "direct_component_components": 0, "broad_calibration_components": 0 } }, "Vancouver": { "country": "Canada", "currency": "CAD", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 1645.0, "mode": 2350.0, "high": 3055.0, "source_refs": [ "vancouver_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: vancouver_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "utilities_connectivity": { "low": 210.0, "mode": 300.0, "high": 420.0, "source_refs": [ "vancouver_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: vancouver_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 360.0, "mode": 500.0, "high": 675.0, "source_refs": [ "vancouver_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: vancouver_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 168.0, "mode": 250.0, "high": 362.0, "source_refs": [ "vancouver_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: vancouver_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 111.0, "mode": 117.0, "high": 123.0, "source_refs": [ "vancouver_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: vancouver_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 9, "confidence": "Medium" }, "household_personal": { "low": 117.0, "mode": 180.0, "high": 261.0, "source_refs": [ "vancouver_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: vancouver_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "earnings": { "state": "SOURCE_BACKED", "annual_gross_median": 60000.0, "monthly_gross_median": 5000.0, "currency": "CAD", "basis": "Median wages, salaries and commissions excluding zeros, age 25–54, total gender, city geography, 2024; monthly gross equivalent.", "source_refs": [ "vancouver_statcan_income_2024" ] }, "sensitivity_quantiles": { "0.00": { "p15": 3404.526861097265, "p50": 3734.478576387485, "p85": 4064.243653540387 }, "0.35": { "p15": 3335.408042836465, "p50": 3732.6918572027785, "p85": 4136.002714184287 }, "0.70": { "p15": 3273.1038374480754, "p50": 3731.5702037709434, "p85": 4199.056908621916 } }, "total": { "low": 3270, "model_mid": 3730, "high": 4200, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 0, "deeper_evidence_records": 27, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "vancouver_rent", "publisher": "Statistics Canada", "observation_period": "2025-Q4 / 2026-Q2" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "vancouver_household", "publisher": "Statistics Canada", "observation_period": "2023; weights updated 2026-09" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "groceries": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "vancouver_household", "publisher": "Statistics Canada", "observation_period": "2023; weights updated 2026-09" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "eating_out": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "vancouver_household", "publisher": "Statistics Canada", "observation_period": "2023; weights updated 2026-09" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "vancouver_transit", "publisher": "TransLink", "observation_period": "effective 2026-07/09" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "vancouver_household", "publisher": "Statistics Canada", "observation_period": "2023; weights updated 2026-09" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." } }, "numeric_calibration_components": 6, "direct_component_components": 2, "broad_calibration_components": 4 } }, "Montréal": { "country": "Canada", "currency": "CAD", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 1120.0, "mode": 1600.0, "high": 2080.0, "source_refs": [ "montreal_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: montreal_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "utilities_connectivity": { "low": 182.0, "mode": 260.0, "high": 364.0, "source_refs": [ "montreal_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: montreal_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 346.0, "mode": 480.0, "high": 648.0, "source_refs": [ "montreal_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: montreal_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 147.0, "mode": 220.0, "high": 319.0, "source_refs": [ "montreal_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: montreal_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 110.0, "mode": 110.0, "high": 110.0, "source_refs": [ "montreal_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: montreal_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 9, "confidence": "Medium" }, "household_personal": { "low": 110.0, "mode": 170.0, "high": 246.0, "source_refs": [ "montreal_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: montreal_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "earnings": { "state": "SOURCE_BACKED", "annual_gross_median": 59000.0, "monthly_gross_median": 4916.67, "currency": "CAD", "basis": "Median wages, salaries and commissions excluding zeros, age 25–54, total gender, city geography, 2024; monthly gross equivalent.", "source_refs": [ "montreal_statcan_income_2024" ] }, "sensitivity_quantiles": { "0.00": { "p15": 2642.0508122278084, "p50": 2873.669856706811, "p85": 3104.9057765620846 }, "0.35": { "p15": 2578.680894761923, "p50": 2872.3965005047376, "p85": 3171.3276135856045 }, "0.70": { "p15": 2523.414398083331, "p50": 2870.8865783011383, "p85": 3227.6046595868365 } }, "total": { "low": 2520, "model_mid": 2870, "high": 3230, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 0, "deeper_evidence_records": 27, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "montreal_rent", "publisher": "Statistics Canada", "observation_period": "2025-Q4 / 2026-Q2" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "montreal_household", "publisher": "Statistics Canada", "observation_period": "2023; weights updated 2026-09" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "groceries": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "montreal_household", "publisher": "Statistics Canada", "observation_period": "2023; weights updated 2026-09" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "eating_out": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "montreal_household", "publisher": "Statistics Canada", "observation_period": "2023; weights updated 2026-09" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "montreal_transit", "publisher": "Société de transport de Montréal", "observation_period": "effective 2026-07/09" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "montreal_household", "publisher": "Statistics Canada", "observation_period": "2023; weights updated 2026-09" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." } }, "numeric_calibration_components": 6, "direct_component_components": 2, "broad_calibration_components": 4 } }, "Chicago": { "country": "United States", "currency": "USD", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 1225.0, "mode": 1750.0, "high": 2275.0, "source_refs": [ "chicago_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: chicago_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "utilities_connectivity": { "low": 175.0, "mode": 250.0, "high": 350.0, "source_refs": [ "chicago_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: chicago_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 324.0, "mode": 450.0, "high": 608.0, "source_refs": [ "chicago_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: chicago_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 147.0, "mode": 220.0, "high": 319.0, "source_refs": [ "chicago_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: chicago_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 71.0, "mode": 75.0, "high": 79.0, "source_refs": [ "chicago_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: chicago_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 9, "confidence": "Medium" }, "household_personal": { "low": 110.0, "mode": 170.0, "high": 246.0, "source_refs": [ "chicago_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: chicago_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "earnings": { "state": "SOURCE_BACKED", "annual_gross_mean": 73382.4, "monthly_gross_mean": 6115.2, "currency": "USD", "basis": "BLS OEWS all-occupations mean hourly wage, May 2025; annualized at 2,080 hours and divided by 12.", "source_refs": [ "chicago_bls_oews_2025" ] }, "sensitivity_quantiles": { "0.00": { "p15": 2698.084201200197, "p50": 2947.7907253779904, "p85": 3197.0336041228497 }, "0.35": { "p15": 2637.209875481792, "p50": 2946.3901289680944, "p85": 3261.00435273949 }, "0.70": { "p15": 2582.760161926615, "p50": 2945.116804938333, "p85": 3315.994928489606 } }, "total": { "low": 2580, "model_mid": 2950, "high": 3320, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 0, "deeper_evidence_records": 22, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "chicago_rent", "publisher": "Apartment List", "observation_period": "2026-09" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "chicago_household", "publisher": "U.S. Bureau of Labor Statistics", "observation_period": "2023-24" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "groceries": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "chicago_household", "publisher": "U.S. Bureau of Labor Statistics", "observation_period": "2023-24" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "eating_out": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "chicago_household", "publisher": "U.S. Bureau of Labor Statistics", "observation_period": "2023-24" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "chicago_transit", "publisher": "Chicago Transit Authority", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "chicago_household", "publisher": "U.S. Bureau of Labor Statistics", "observation_period": "2023-24" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." } }, "numeric_calibration_components": 6, "direct_component_components": 3, "broad_calibration_components": 3 } }, "Berlin": { "country": "Germany", "currency": "EUR", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 700.0, "mode": 1000.0, "high": 1300.0, "source_refs": [ "berlin_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: berlin_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "utilities_connectivity": { "low": 210.0, "mode": 300.0, "high": 420.0, "source_refs": [ "berlin_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: berlin_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 252.0, "mode": 350.0, "high": 473.0, "source_refs": [ "berlin_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: berlin_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 121.0, "mode": 180.0, "high": 261.0, "source_refs": [ "berlin_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: berlin_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 60.0, "mode": 63.0, "high": 66.0, "source_refs": [ "berlin_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: berlin_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 9, "confidence": "Medium" }, "household_personal": { "low": 98.0, "mode": 150.0, "high": 218.0, "source_refs": [ "berlin_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: berlin_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 1921.1499470376486, "p50": 2073.819467816599, "p85": 2226.735902338923 }, "0.35": { "p15": 1865.4670390495578, "p50": 2072.6139586692716, "p85": 2283.5076345820357 }, "0.70": { "p15": 1819.5814412996317, "p50": 2071.0133295539763, "p85": 2331.157362229165 } }, "total": { "low": 1820, "model_mid": 2070, "high": 2330, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 0, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "berlin_rent", "publisher": "State of Berlin", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "berlin_household", "publisher": "Destatis", "observation_period": "2023; table updated 2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "groceries": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "berlin_household", "publisher": "Destatis", "observation_period": "2023; table updated 2026" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "eating_out": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "berlin_household", "publisher": "Destatis", "observation_period": "2023; table updated 2026" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "berlin_transit", "publisher": "BVG", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "berlin_household", "publisher": "Destatis", "observation_period": "2023; table updated 2026" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." } }, "numeric_calibration_components": 6, "direct_component_components": 3, "broad_calibration_components": 3 } }, "Madrid": { "country": "Spain", "currency": "EUR", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 700.0, "mode": 1000.0, "high": 1300.0, "source_refs": [ "madrid_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: madrid_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "utilities_connectivity": { "low": 154.0, "mode": 220.0, "high": 308.0, "source_refs": [ "madrid_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: madrid_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 230.0, "mode": 320.0, "high": 432.0, "source_refs": [ "madrid_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: madrid_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 121.0, "mode": 180.0, "high": 261.0, "source_refs": [ "madrid_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: madrid_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 31.0, "mode": 33.0, "high": 35.0, "source_refs": [ "madrid_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: madrid_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 9, "confidence": "Medium" }, "household_personal": { "low": 91.0, "mode": 140.0, "high": 203.0, "source_refs": [ "madrid_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: madrid_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 1770.7257960397576, "p50": 1919.4745857872745, "p85": 2068.016320583559 }, "0.35": { "p15": 1721.7087156040493, "p50": 1918.3349896172722, "p85": 2118.5339056491757 }, "0.70": { "p15": 1680.8242546449862, "p50": 1917.1164686893753, "p85": 2161.017289088758 } }, "total": { "low": 1680, "model_mid": 1920, "high": 2160, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 0, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "madrid_rent", "publisher": "idealista", "observation_period": "2026-08" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "madrid_household", "publisher": "INE Spain", "observation_period": "2025" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "groceries": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "madrid_household", "publisher": "INE Spain", "observation_period": "2025" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "eating_out": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "madrid_household", "publisher": "INE Spain", "observation_period": "2025" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "madrid_transit", "publisher": "Consorcio Regional de Transportes de Madrid", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "madrid_household", "publisher": "INE Spain", "observation_period": "2025" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." } }, "numeric_calibration_components": 6, "direct_component_components": 2, "broad_calibration_components": 4 } }, "Rome": { "country": "Italy", "currency": "EUR", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 630.0, "mode": 900.0, "high": 1170.0, "source_refs": [ "rome_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: rome_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "utilities_connectivity": { "low": 154.0, "mode": 220.0, "high": 308.0, "source_refs": [ "rome_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: rome_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 238.0, "mode": 330.0, "high": 446.0, "source_refs": [ "rome_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: rome_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 121.0, "mode": 180.0, "high": 261.0, "source_refs": [ "rome_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: rome_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 33.0, "mode": 35.0, "high": 37.0, "source_refs": [ "rome_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: rome_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 9, "confidence": "Medium" }, "household_personal": { "low": 91.0, "mode": 140.0, "high": 203.0, "source_refs": [ "rome_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: rome_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 1695.3471089091092, "p50": 1832.091926076478, "p85": 1969.1729697003793 }, "0.35": { "p15": 1645.7573491908418, "p50": 1830.9706331520417, "p85": 2019.7539311667124 }, "0.70": { "p15": 1605.088015051208, "p50": 1829.7242909637184, "p85": 2061.8724092007988 } }, "total": { "low": 1610, "model_mid": 1830, "high": 2060, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 0, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "rome_rent", "publisher": "Immobiliare.it", "observation_period": "2026-08" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "rome_household", "publisher": "Istat", "observation_period": "2024" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "groceries": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "rome_household", "publisher": "Istat", "observation_period": "2024" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "eating_out": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "rome_household", "publisher": "Istat", "observation_period": "2024" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "rome_transit", "publisher": "ATAC Roma", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "rome_household", "publisher": "Istat", "observation_period": "2024" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." } }, "numeric_calibration_components": 6, "direct_component_components": 2, "broad_calibration_components": 4 } }, "Amsterdam": { "country": "Netherlands", "currency": "EUR", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 1015.0, "mode": 1450.0, "high": 1885.0, "source_refs": [ "amsterdam_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: amsterdam_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "utilities_connectivity": { "low": 210.0, "mode": 300.0, "high": 420.0, "source_refs": [ "amsterdam_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: amsterdam_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 252.0, "mode": 350.0, "high": 473.0, "source_refs": [ "amsterdam_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: amsterdam_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 134.0, "mode": 200.0, "high": 290.0, "source_refs": [ "amsterdam_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: amsterdam_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 123.0, "mode": 129.0, "high": 135.0, "source_refs": [ "amsterdam_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: amsterdam_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 9, "confidence": "Medium" }, "household_personal": { "low": 98.0, "mode": 150.0, "high": 218.0, "source_refs": [ "amsterdam_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: amsterdam_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 2401.5377210398774, "p50": 2610.5234453333683, "p85": 2819.2989994993477 }, "0.35": { "p15": 2343.9118320250095, "p50": 2609.2686365712407, "p85": 2878.5894052455424 }, "0.70": { "p15": 2294.4381391753127, "p50": 2607.695399153413, "p85": 2929.682016765938 } }, "total": { "low": 2290, "model_mid": 2610, "high": 2930, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 4, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "amsterdam_rent", "publisher": "Pararius", "observation_period": "2026-Q2" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "amsterdam_household", "publisher": "Statistics Netherlands (CBS)", "observation_period": "2024 / current trend checks" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "amsterdam_household", "publisher": "Statistics Netherlands (CBS)", "observation_period": "2024 / current trend checks" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "amsterdam_household", "publisher": "Statistics Netherlands (CBS)", "observation_period": "2024 / current trend checks" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "amsterdam_transit", "publisher": "GVB", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "amsterdam_household", "publisher": "Statistics Netherlands (CBS)", "observation_period": "2024 / current trend checks" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 2, "direct_component_components": 2, "broad_calibration_components": 0 } }, "Lisbon": { "country": "Portugal", "currency": "EUR", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 735.0, "mode": 1050.0, "high": 1365.0, "source_refs": [ "lisbon_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: lisbon_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "utilities_connectivity": { "low": 140.0, "mode": 200.0, "high": 280.0, "source_refs": [ "lisbon_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: lisbon_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 202.0, "mode": 280.0, "high": 378.0, "source_refs": [ "lisbon_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: lisbon_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 107.0, "mode": 160.0, "high": 232.0, "source_refs": [ "lisbon_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: lisbon_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 38.0, "mode": 40.0, "high": 42.0, "source_refs": [ "lisbon_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: lisbon_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 9, "confidence": "Medium" }, "household_personal": { "low": 78.0, "mode": 120.0, "high": 174.0, "source_refs": [ "lisbon_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: lisbon_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 1721.4172854883502, "p50": 1873.5007855340145, "p85": 2025.4452682906044 }, "0.35": { "p15": 1678.1281722697915, "p50": 1872.5598250117446, "p85": 2070.08606053648 }, "0.70": { "p15": 1641.119059845836, "p50": 1871.5580208372926, "p85": 2108.3291399655714 } }, "total": { "low": 1640, "model_mid": 1870, "high": 2110, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 0, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "lisbon_rent", "publisher": "idealista Portugal", "observation_period": "2026-08" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "lisbon_household", "publisher": "Statistics Portugal (INE)", "observation_period": "2022-23" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "groceries": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "lisbon_household", "publisher": "Statistics Portugal (INE)", "observation_period": "2022-23" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "eating_out": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "lisbon_household", "publisher": "Statistics Portugal (INE)", "observation_period": "2022-23" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "lisbon_transit", "publisher": "Navegante", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "lisbon_household", "publisher": "Statistics Portugal (INE)", "observation_period": "2022-23" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." } }, "numeric_calibration_components": 6, "direct_component_components": 2, "broad_calibration_components": 4 } }, "Dublin": { "country": "Ireland", "currency": "EUR", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 1470.0, "mode": 2100.0, "high": 2730.0, "source_refs": [ "dublin_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: dublin_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "utilities_connectivity": { "low": 175.0, "mode": 250.0, "high": 350.0, "source_refs": [ "dublin_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: dublin_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 252.0, "mode": 350.0, "high": 473.0, "source_refs": [ "dublin_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: dublin_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 147.0, "mode": 220.0, "high": 319.0, "source_refs": [ "dublin_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: dublin_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 99.0, "mode": 104.0, "high": 109.0, "source_refs": [ "dublin_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: dublin_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 9, "confidence": "Medium" }, "household_personal": { "low": 98.0, "mode": 150.0, "high": 218.0, "source_refs": [ "dublin_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: dublin_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 2911.9099392162466, "p50": 3204.5240846429447, "p85": 3497.268461324685 }, "0.35": { "p15": 2856.614210215011, "p50": 3203.202302881222, "p85": 3554.2025616324113 }, "0.70": { "p15": 2806.6455874697967, "p50": 3202.167054438727, "p85": 3604.892804738468 } }, "total": { "low": 2810, "model_mid": 3200, "high": 3600, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 0, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "dublin_rent", "publisher": "Daft.ie / market reporting", "observation_period": "2026-Q2" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "dublin_household", "publisher": "Central Statistics Office Ireland", "observation_period": "2022-23" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "groceries": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "dublin_household", "publisher": "Central Statistics Office Ireland", "observation_period": "2022-23" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "eating_out": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "dublin_household", "publisher": "Central Statistics Office Ireland", "observation_period": "2022-23" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "dublin_transit", "publisher": "Transport for Ireland", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "dublin_household", "publisher": "Central Statistics Office Ireland", "observation_period": "2022-23" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." } }, "numeric_calibration_components": 6, "direct_component_components": 4, "broad_calibration_components": 2 } }, "Zurich": { "country": "Switzerland", "currency": "CHF", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 1120.0, "mode": 1600.0, "high": 2080.0, "source_refs": [ "zurich_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: zurich_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "utilities_connectivity": { "low": 210.0, "mode": 300.0, "high": 420.0, "source_refs": [ "zurich_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: zurich_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 360.0, "mode": 500.0, "high": 675.0, "source_refs": [ "zurich_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: zurich_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 201.0, "mode": 300.0, "high": 435.0, "source_refs": [ "zurich_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: zurich_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 84.0, "mode": 88.0, "high": 92.0, "source_refs": [ "zurich_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: zurich_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 9, "confidence": "Medium" }, "household_personal": { "low": 130.0, "mode": 200.0, "high": 290.0, "source_refs": [ "zurich_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: zurich_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 2792.1708909657978, "p50": 3027.945835441882, "p85": 3263.708399879604 }, "0.35": { "p15": 2717.9983417134836, "p50": 3026.245240869737, "p85": 3339.9312436798136 }, "0.70": { "p15": 2655.5672565213226, "p50": 3024.5659256105655, "p85": 3404.95897333115 } }, "total": { "low": 2660, "model_mid": 3030, "high": 3400, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 4, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "zurich_rent", "publisher": "City of Zurich Statistics", "observation_period": "2024" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "zurich_household", "publisher": "Swiss Federal Statistical Office", "observation_period": "latest available" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "zurich_household", "publisher": "Swiss Federal Statistical Office", "observation_period": "latest available" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "zurich_household", "publisher": "Swiss Federal Statistical Office", "observation_period": "latest available" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "zurich_transit", "publisher": "Zürcher Verkehrsverbund (ZVV)", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "zurich_household", "publisher": "Swiss Federal Statistical Office", "observation_period": "latest available" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 2, "direct_component_components": 2, "broad_calibration_components": 0 } }, "Melbourne": { "country": "Australia", "currency": "AUD", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 1470.0, "mode": 2100.0, "high": 2730.0, "source_refs": [ "melbourne_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: melbourne_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "utilities_connectivity": { "low": 210.0, "mode": 300.0, "high": 420.0, "source_refs": [ "melbourne_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: melbourne_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 360.0, "mode": 500.0, "high": 675.0, "source_refs": [ "melbourne_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: melbourne_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 168.0, "mode": 250.0, "high": 362.0, "source_refs": [ "melbourne_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: melbourne_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 176.0, "mode": 185.0, "high": 194.0, "source_refs": [ "melbourne_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: melbourne_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 9, "confidence": "Medium" }, "household_personal": { "low": 117.0, "mode": 180.0, "high": 261.0, "source_refs": [ "melbourne_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: melbourne_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 3254.9886084104214, "p50": 3552.336079589939, "p85": 3849.8766173746008 }, "0.35": { "p15": 3185.2834754679106, "p50": 3550.662800012898, "p85": 3922.3388905943475 }, "0.70": { "p15": 3123.204767260948, "p50": 3549.362591736124, "p85": 3985.462670321874 } }, "total": { "low": 3120, "model_mid": 3550, "high": 3990, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 5, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "melbourne_rent", "publisher": "Domain", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "melbourne_household", "publisher": "Australian Bureau of Statistics", "observation_period": "2026-07" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "melbourne_household", "publisher": "Australian Bureau of Statistics", "observation_period": "2026-07" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "melbourne_household", "publisher": "Australian Bureau of Statistics", "observation_period": "2026-07" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "melbourne_transit", "publisher": "Public Transport Victoria", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "melbourne_household", "publisher": "Australian Bureau of Statistics", "observation_period": "2026-07" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 1, "direct_component_components": 1, "broad_calibration_components": 0 } }, "Bangkok": { "country": "Thailand", "currency": "THB", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 9800.0, "mode": 14000.0, "high": 18200.0, "source_refs": [ "bangkok_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: bangkok_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "utilities_connectivity": { "low": 2100.0, "mode": 3000.0, "high": 4200.0, "source_refs": [ "bangkok_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: bangkok_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 6480.0, "mode": 9000.0, "high": 12150.0, "source_refs": [ "bangkok_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: bangkok_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 2680.0, "mode": 4000.0, "high": 5800.0, "source_refs": [ "bangkok_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: bangkok_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 1805.0, "mode": 1900.0, "high": 1995.0, "source_refs": [ "bangkok_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: bangkok_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 9, "confidence": "Medium" }, "household_personal": { "low": 1625.0, "mode": 2500.0, "high": 3625.0, "source_refs": [ "bangkok_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: bangkok_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 32578.176882121636, "p50": 34942.877785660996, "p85": 37330.83363806743 }, "0.35": { "p15": 31562.237714455878, "p50": 34919.63421267633, "p85": 38355.53973842169 }, "0.70": { "p15": 30777.055916855963, "p50": 34898.50173938779, "p85": 39186.69149626723 } }, "total": { "low": 30780, "model_mid": 34920, "high": 39190, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 1, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "bangkok_rent", "publisher": "CBRE", "observation_period": "2026-Q1" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "bangkok_household", "publisher": "National Statistical Office Thailand", "observation_period": "2024" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "groceries": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "bangkok_household", "publisher": "National Statistical Office Thailand", "observation_period": "2024" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "eating_out": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "bangkok_household", "publisher": "National Statistical Office Thailand", "observation_period": "2024" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "bangkok_transit", "publisher": "Bangkok Expressway and Metro", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "bangkok_household", "publisher": "National Statistical Office Thailand", "observation_period": "2024" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." } }, "numeric_calibration_components": 5, "direct_component_components": 1, "broad_calibration_components": 4 } }, "Kuala Lumpur": { "country": "Malaysia", "currency": "MYR", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 1260.0, "mode": 1800.0, "high": 2340.0, "source_refs": [ "kuala_lumpur_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: kuala_lumpur_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "utilities_connectivity": { "low": 280.0, "mode": 400.0, "high": 560.0, "source_refs": [ "kuala_lumpur_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: kuala_lumpur_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 648.0, "mode": 900.0, "high": 1215.0, "source_refs": [ "kuala_lumpur_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: kuala_lumpur_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 469.0, "mode": 700.0, "high": 1015.0, "source_refs": [ "kuala_lumpur_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: kuala_lumpur_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 48.0, "mode": 50.0, "high": 52.0, "source_refs": [ "kuala_lumpur_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: kuala_lumpur_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 9, "confidence": "Medium" }, "household_personal": { "low": 228.0, "mode": 350.0, "high": 508.0, "source_refs": [ "kuala_lumpur_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: kuala_lumpur_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 3972.6630528435885, "p50": 4272.7910407446, "p85": 4575.839789911145 }, "0.35": { "p15": 3841.0909298898214, "p50": 4270.117259513248, "p85": 4708.78446583029 }, "0.70": { "p15": 3739.1352665580152, "p50": 4266.87633707468, "p85": 4817.743553587183 } }, "total": { "low": 3740, "model_mid": 4270, "high": 4820, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 0, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "kuala_lumpur_rent", "publisher": "PropertyGuru Malaysia", "observation_period": "2026-09" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "kuala_lumpur_household", "publisher": "Department of Statistics Malaysia", "observation_period": "2024" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "groceries": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "kuala_lumpur_household", "publisher": "Department of Statistics Malaysia", "observation_period": "2024" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "eating_out": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "kuala_lumpur_household", "publisher": "Department of Statistics Malaysia", "observation_period": "2024" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "kuala_lumpur_transit", "publisher": "MyRapid", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "kuala_lumpur_household", "publisher": "Department of Statistics Malaysia", "observation_period": "2024" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." } }, "numeric_calibration_components": 6, "direct_component_components": 4, "broad_calibration_components": 2 } }, "Taipei": { "country": "Taiwan", "currency": "TWD", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 15400.0, "mode": 22000.0, "high": 28600.0, "source_refs": [ "taipei_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: taipei_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "utilities_connectivity": { "low": 1750.0, "mode": 2500.0, "high": 3500.0, "source_refs": [ "taipei_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: taipei_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 6480.0, "mode": 9000.0, "high": 12150.0, "source_refs": [ "taipei_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: taipei_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 3015.0, "mode": 4500.0, "high": 6525.0, "source_refs": [ "taipei_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: taipei_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 1140.0, "mode": 1200.0, "high": 1260.0, "source_refs": [ "taipei_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: taipei_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 9, "confidence": "Medium" }, "household_personal": { "low": 1625.0, "mode": 2500.0, "high": 3625.0, "source_refs": [ "taipei_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: taipei_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 38953.419145448264, "p50": 42246.72980493515, "p85": 45548.71365482938 }, "0.35": { "p15": 37935.76756203573, "p50": 42222.219643463744, "p85": 46607.130346129205 }, "0.70": { "p15": 37063.21960425107, "p50": 42206.808919689385, "p85": 47501.78545228325 } }, "total": { "low": 37060, "model_mid": 42220, "high": 47500, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 4, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "taipei_rent", "publisher": "591 Housing", "observation_period": "2026-09" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "taipei_household", "publisher": "Taipei City Government Open Data", "observation_period": "2024" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "taipei_household", "publisher": "Taipei City Government Open Data", "observation_period": "2024" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "taipei_household", "publisher": "Taipei City Government Open Data", "observation_period": "2024" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "taipei_transit", "publisher": "Taipei Rapid Transit Corporation", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "taipei_household", "publisher": "Taipei City Government Open Data", "observation_period": "2024" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 2, "direct_component_components": 2, "broad_calibration_components": 0 } }, "Manila": { "country": "Philippines", "currency": "PHP", "publication_state": "PROVISIONAL", "confidence": "Low", "provisional_reason": "The 2025 FIES is current and official, but its NCR/HUC figures describe families rather than the published solo-renter persona; one-bedroom rent evidence is still listing-based and dispersed.", "components": { "rent": { "low": 10800.0, "mode": 18000.0, "high": 26100.0, "source_refs": [ "manila_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: manila_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "utilities_connectivity": { "low": 2400.0, "mode": 4000.0, "high": 6200.0, "source_refs": [ "manila_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: manila_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "groceries": { "low": 6000.0, "mode": 10000.0, "high": 15000.0, "source_refs": [ "manila_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: manila_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "eating_out": { "low": 3350.0, "mode": 5000.0, "high": 7250.0, "source_refs": [ "manila_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: manila_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" }, "transit": { "low": 750.0, "mode": 1000.0, "high": 1300.0, "source_refs": [ "manila_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: manila_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 6, "confidence": "Low" }, "household_personal": { "low": 1950.0, "mode": 3000.0, "high": 4350.0, "source_refs": [ "manila_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: manila_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 38083.220780722506, "p50": 42105.61138229405, "p85": 46228.69219887671 }, "0.35": { "p15": 36545.997336266315, "p50": 42068.12968528048, "p85": 47804.59780791421 }, "0.70": { "p15": 35322.648882429516, "p50": 42022.81848304717, "p85": 49096.83662509684 } }, "total": { "low": 35320, "model_mid": 42070, "high": 49100, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 2, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "manila_rent", "publisher": "Lamudi Philippines", "observation_period": "2026-09" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "manila_household", "publisher": "Philippine Statistics Authority", "observation_period": "2025 preliminary (released 2026-08-26)" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "groceries": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "manila_household", "publisher": "Philippine Statistics Authority", "observation_period": "2025 preliminary (released 2026-08-26)" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "eating_out": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "manila_household", "publisher": "Philippine Statistics Authority", "observation_period": "2025 preliminary (released 2026-08-26)" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "manila_transit", "publisher": "Light Rail Transit Authority", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "manila_household", "publisher": "Philippine Statistics Authority", "observation_period": "2025 preliminary (released 2026-08-26)" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." } }, "numeric_calibration_components": 4, "direct_component_components": 2, "broad_calibration_components": 2 } }, "Ho Chi Minh City": { "country": "Vietnam", "currency": "VND", "publication_state": "PROVISIONAL", "confidence": "Low", "provisional_reason": "The 2024 VHLSS is current, but NSO states expenditure is representative only nationally, urban/rural and across six regions—not at HCMC city level; rent and transit evidence also remain thinner than the production standard.", "components": { "rent": { "low": 5400000.0, "mode": 9000000.0, "high": 13050000.0, "source_refs": [ "hcmc_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: hcmc_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "utilities_connectivity": { "low": 1080000.0, "mode": 1800000.0, "high": 2790000.0, "source_refs": [ "hcmc_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: hcmc_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "groceries": { "low": 2400000.0, "mode": 4000000.0, "high": 6000000.0, "source_refs": [ "hcmc_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: hcmc_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "eating_out": { "low": 1675000.0, "mode": 2500000.0, "high": 3625000.0, "source_refs": [ "hcmc_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: hcmc_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" }, "transit": { "low": 225000.0, "mode": 300000.0, "high": 390000.0, "source_refs": [ "hcmc_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: hcmc_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 6, "confidence": "Low" }, "household_personal": { "low": 975000.0, "mode": 1500000.0, "high": 2175000.0, "source_refs": [ "hcmc_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: hcmc_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 17681983.81884705, "p50": 19604498.94821057, "p85": 21585847.052489463 }, "0.35": { "p15": 16997576.929422166, "p50": 19585888.828354005, "p85": 22289336.404885042 }, "0.70": { "p15": 16438390.08243973, "p50": 19566881.479940467, "p85": 22871571.269281857 } }, "total": { "low": 16438000, "model_mid": 19586000, "high": 22872000, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 1, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "hcmc_rent", "publisher": "Batdongsan.com.vn", "observation_period": "2026-09" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "hcmc_household", "publisher": "National Statistics Office Vietnam", "observation_period": "2024 (published 2026-03-31)" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "groceries": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "hcmc_household", "publisher": "National Statistics Office Vietnam", "observation_period": "2024 (published 2026-03-31)" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "eating_out": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "hcmc_household", "publisher": "National Statistics Office Vietnam", "observation_period": "2024 (published 2026-03-31)" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "hcmc_transit", "publisher": "Ho Chi Minh City Metro information", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "hcmc_household", "publisher": "National Statistics Office Vietnam", "observation_period": "2024 (published 2026-03-31)" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." } }, "numeric_calibration_components": 5, "direct_component_components": 1, "broad_calibration_components": 4 } }, "Bengaluru": { "country": "India", "currency": "INR", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 12600.0, "mode": 18000.0, "high": 23400.0, "source_refs": [ "bengaluru_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: bengaluru_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "utilities_connectivity": { "low": 2100.0, "mode": 3000.0, "high": 4200.0, "source_refs": [ "bengaluru_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: bengaluru_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 5040.0, "mode": 7000.0, "high": 9450.0, "source_refs": [ "bengaluru_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: bengaluru_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 2345.0, "mode": 3500.0, "high": 5075.0, "source_refs": [ "bengaluru_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: bengaluru_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 2090.0, "mode": 2200.0, "high": 2310.0, "source_refs": [ "bengaluru_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: bengaluru_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 9, "confidence": "Medium" }, "household_personal": { "low": 1430.0, "mode": 2200.0, "high": 3190.0, "source_refs": [ "bengaluru_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: bengaluru_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 33674.2397548841, "p50": 36368.929997617364, "p85": 39069.37074992871 }, "0.35": { "p15": 32783.77213072231, "p50": 36349.584941721434, "p85": 39989.846773892496 }, "0.70": { "p15": 32034.992927599953, "p50": 36330.08227168974, "p85": 40759.64255463287 } }, "total": { "low": 32030, "model_mid": 36350, "high": 40760, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 1, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "bengaluru_rent", "publisher": "Magicbricks", "observation_period": "2026-09" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "bengaluru_household", "publisher": "Government of India / MoSPI", "observation_period": "2023-24" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "groceries": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "bengaluru_household", "publisher": "Government of India / MoSPI", "observation_period": "2023-24" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "eating_out": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "bengaluru_household", "publisher": "Government of India / MoSPI", "observation_period": "2023-24" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "bengaluru_transit", "publisher": "Bangalore Metro Rail Corporation", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "bengaluru_household", "publisher": "Government of India / MoSPI", "observation_period": "2023-24" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." } }, "numeric_calibration_components": 5, "direct_component_components": 1, "broad_calibration_components": 4 } }, "Riyadh": { "country": "Saudi Arabia", "currency": "SAR", "publication_state": "PROVISIONAL", "confidence": "Low", "provisional_reason": "Official consumption evidence is national rather than Riyadh-specific and current apartment rent evidence is listing-based, so the city is published with wider uncertainty.", "components": { "rent": { "low": 1800.0, "mode": 3000.0, "high": 4350.0, "source_refs": [ "riyadh_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: riyadh_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "utilities_connectivity": { "low": 330.0, "mode": 550.0, "high": 852.0, "source_refs": [ "riyadh_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: riyadh_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "groceries": { "low": 600.0, "mode": 1000.0, "high": 1500.0, "source_refs": [ "riyadh_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: riyadh_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "eating_out": { "low": 402.0, "mode": 600.0, "high": 870.0, "source_refs": [ "riyadh_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: riyadh_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" }, "transit": { "low": 105.0, "mode": 140.0, "high": 182.0, "source_refs": [ "riyadh_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: riyadh_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 6, "confidence": "Low" }, "household_personal": { "low": 260.0, "mode": 400.0, "high": 580.0, "source_refs": [ "riyadh_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: riyadh_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 5221.099548376426, "p50": 5832.182194090181, "p85": 6463.806685185261 }, "0.35": { "p15": 5040.18850169525, "p50": 5828.072764176286, "p85": 6652.232160318203 }, "0.70": { "p15": 4884.511862688331, "p50": 5822.376560333098, "p85": 6812.610051027016 } }, "total": { "low": 4880, "model_mid": 5830, "high": 6810, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 1, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "riyadh_rent", "publisher": "Bayut Saudi Arabia", "observation_period": "2026-09" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "riyadh_household", "publisher": "General Authority for Statistics Saudi Arabia", "observation_period": "2023" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "groceries": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "riyadh_household", "publisher": "General Authority for Statistics Saudi Arabia", "observation_period": "2023" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "eating_out": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "riyadh_household", "publisher": "General Authority for Statistics Saudi Arabia", "observation_period": "2023" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "riyadh_transit", "publisher": "Royal Commission for Riyadh City", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "riyadh_household", "publisher": "General Authority for Statistics Saudi Arabia", "observation_period": "2023" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." } }, "numeric_calibration_components": 5, "direct_component_components": 1, "broad_calibration_components": 4 } }, "Doha": { "country": "Qatar", "currency": "QAR", "publication_state": "PROVISIONAL", "confidence": "Low", "provisional_reason": "The latest published household-expenditure values located are still from 2017/18. A 2023–24 survey was fielded, but this audit did not locate published replacement results; current rent, transit and 2026 CPI context reduce but do not remove that limitation.", "components": { "rent": { "low": 2700.0, "mode": 4500.0, "high": 6525.0, "source_refs": [ "doha_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: doha_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "utilities_connectivity": { "low": 300.0, "mode": 500.0, "high": 775.0, "source_refs": [ "doha_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: doha_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "groceries": { "low": 600.0, "mode": 1000.0, "high": 1500.0, "source_refs": [ "doha_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: doha_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "eating_out": { "low": 436.0, "mode": 650.0, "high": 942.0, "source_refs": [ "doha_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: doha_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" }, "transit": { "low": 90.0, "mode": 120.0, "high": 156.0, "source_refs": [ "doha_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: doha_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 6, "confidence": "Low" }, "household_personal": { "low": 260.0, "mode": 400.0, "high": 580.0, "source_refs": [ "doha_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: doha_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 6454.830409460137, "p50": 7330.28215966025, "p85": 8242.692311687702 }, "0.35": { "p15": 6276.888298541722, "p50": 7326.515889916058, "p85": 8429.646220234434 }, "0.70": { "p15": 6116.709940567818, "p50": 7321.973328852944, "p85": 8592.804023562836 } }, "total": { "low": 6120, "model_mid": 7330, "high": 8590, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "supplemental_source_refs": [ "doha_hies_2023_24_status", "doha_cpi_2026" ], "core_evidence": { "source_linked_model_components": 0, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "doha_rent", "publisher": "ValuStrat", "observation_period": "2026-Q2" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "doha_household", "publisher": "Planning and Statistics Authority Qatar", "observation_period": "2018" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "groceries": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "doha_household", "publisher": "Planning and Statistics Authority Qatar", "observation_period": "2018" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "eating_out": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "doha_household", "publisher": "Planning and Statistics Authority Qatar", "observation_period": "2018" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "doha_transit", "publisher": "Qatar Rail", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "doha_household", "publisher": "Planning and Statistics Authority Qatar", "observation_period": "2018" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." } }, "numeric_calibration_components": 6, "direct_component_components": 2, "broad_calibration_components": 4 } }, "Buenos Aires": { "country": "Argentina", "currency": "ARS", "publication_state": "PROVISIONAL", "confidence": "Low", "provisional_reason": "The latest official household-budget benchmark located remains ENGHo 2017–18, which predates the recent inflation regime. Current rent, transit and 2026 CPI context help with price-level checks, but non-housing composition remains weak.", "components": { "rent": { "low": 450000.0, "mode": 750000.0, "high": 1087500.0, "source_refs": [ "buenos_aires_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: buenos_aires_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "utilities_connectivity": { "low": 54000.0, "mode": 90000.0, "high": 139500.0, "source_refs": [ "buenos_aires_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: buenos_aires_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "groceries": { "low": 180000.0, "mode": 300000.0, "high": 450000.0, "source_refs": [ "buenos_aires_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: buenos_aires_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "eating_out": { "low": 120600.0, "mode": 180000.0, "high": 261000.0, "source_refs": [ "buenos_aires_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: buenos_aires_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" }, "transit": { "low": 45000.0, "mode": 60000.0, "high": 78000.0, "source_refs": [ "buenos_aires_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: buenos_aires_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 6, "confidence": "Low" }, "household_personal": { "low": 78000.0, "mode": 120000.0, "high": 174000.0, "source_refs": [ "buenos_aires_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: buenos_aires_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 1381498.0481097084, "p50": 1537217.0869982427, "p85": 1697693.2481770993 }, "0.35": { "p15": 1332262.6681121183, "p50": 1535892.7504702606, "p85": 1748881.1227558588 }, "0.70": { "p15": 1290333.6301770876, "p50": 1534700.3640015817, "p85": 1792074.0983521324 } }, "total": { "low": 1290000, "model_mid": 1536000, "high": 1792000, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "supplemental_source_refs": [ "buenos_aires_cpi_2026" ], "core_evidence": { "source_linked_model_components": 5, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "buenos_aires_rent", "publisher": "Unitrank", "observation_period": "2026-09" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "buenos_aires_household", "publisher": "INDEC Argentina", "observation_period": "2017-18" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "buenos_aires_household", "publisher": "INDEC Argentina", "observation_period": "2017-18" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "buenos_aires_household", "publisher": "INDEC Argentina", "observation_period": "2017-18" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "buenos_aires_transit", "publisher": "Buenos Aires City Government", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "buenos_aires_household", "publisher": "INDEC Argentina", "observation_period": "2017-18" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 1, "direct_component_components": 1, "broad_calibration_components": 0 } }, "Santiago": { "country": "Chile", "currency": "CLP", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 280000.0, "mode": 400000.0, "high": 520000.0, "source_refs": [ "santiago_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: santiago_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "utilities_connectivity": { "low": 70000.0, "mode": 100000.0, "high": 140000.0, "source_refs": [ "santiago_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: santiago_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 158400.0, "mode": 220000.0, "high": 297000.0, "source_refs": [ "santiago_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: santiago_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 80400.0, "mode": 120000.0, "high": 174000.0, "source_refs": [ "santiago_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: santiago_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 34200.0, "mode": 36000.0, "high": 37800.0, "source_refs": [ "santiago_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: santiago_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 9, "confidence": "Medium" }, "household_personal": { "low": 52000.0, "mode": 80000.0, "high": 116000.0, "source_refs": [ "santiago_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: santiago_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 905329.180528614, "p50": 971685.8264501346, "p85": 1038549.8176665017 }, "0.35": { "p15": 876126.1938724928, "p50": 971043.2696853136, "p85": 1067931.8808792077 }, "0.70": { "p15": 853479.7460896482, "p50": 970331.7683119453, "p85": 1092005.9964840584 } }, "total": { "low": 853500, "model_mid": 971000, "high": 1092000, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 1, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "santiago_rent", "publisher": "Portal Inmobiliario", "observation_period": "2026-09" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "santiago_household", "publisher": "INE Chile", "observation_period": "2021-22 / published 2023" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "groceries": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "santiago_household", "publisher": "INE Chile", "observation_period": "2021-22 / published 2023" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "eating_out": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "santiago_household", "publisher": "INE Chile", "observation_period": "2021-22 / published 2023" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "santiago_transit", "publisher": "Red Movilidad", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "santiago_household", "publisher": "INE Chile", "observation_period": "2021-22 / published 2023" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." } }, "numeric_calibration_components": 5, "direct_component_components": 2, "broad_calibration_components": 3 } }, "Bogotá": { "country": "Colombia", "currency": "COP", "publication_state": "PROVISIONAL", "confidence": "Low", "provisional_reason": "The city-representative ENPH household-budget benchmark is still 2016–17. Current rent, transit and 2026 CPI context are useful, but the non-housing composition remains too old for more than a wide planning range.", "components": { "rent": { "low": 900000.0, "mode": 1500000.0, "high": 2175000.0, "source_refs": [ "bogota_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: bogota_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "utilities_connectivity": { "low": 180000.0, "mode": 300000.0, "high": 465000.0, "source_refs": [ "bogota_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: bogota_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "groceries": { "low": 420000.0, "mode": 700000.0, "high": 1050000.0, "source_refs": [ "bogota_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: bogota_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "eating_out": { "low": 234500.0, "mode": 350000.0, "high": 507500.0, "source_refs": [ "bogota_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: bogota_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" }, "transit": { "low": 117000.0, "mode": 156000.0, "high": 202800.0, "source_refs": [ "bogota_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: bogota_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 6, "confidence": "Low" }, "household_personal": { "low": 162500.0, "mode": 250000.0, "high": 362500.0, "source_refs": [ "bogota_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: bogota_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 3018792.0867968723, "p50": 3340448.7711721696, "p85": 3671637.496234669 }, "0.35": { "p15": 2901224.245107731, "p50": 3337450.389681182, "p85": 3791648.6761558233 }, "0.70": { "p15": 2806053.5806926046, "p50": 3334299.040439916, "p85": 3891257.8028390836 } }, "total": { "low": 2806000, "model_mid": 3337000, "high": 3891000, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "supplemental_source_refs": [ "bogota_cpi_2026" ], "core_evidence": { "source_linked_model_components": 5, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "bogota_rent", "publisher": "Inmobirexos", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "bogota_household", "publisher": "DANE Colombia", "observation_period": "2016-17" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "bogota_household", "publisher": "DANE Colombia", "observation_period": "2016-17" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "bogota_household", "publisher": "DANE Colombia", "observation_period": "2016-17" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "bogota_transit", "publisher": "TransMilenio", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "bogota_household", "publisher": "DANE Colombia", "observation_period": "2016-17" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 1, "direct_component_components": 1, "broad_calibration_components": 0 } }, "Lima": { "country": "Peru", "currency": "PEN", "publication_state": "PROVISIONAL", "confidence": "Low", "provisional_reason": "A current persona-matched Lima household-expenditure extraction is not yet linked; rent and transport are usable but the non-housing basket remains provisional.", "components": { "rent": { "low": 900.0, "mode": 1500.0, "high": 2175.0, "source_refs": [ "lima_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: lima_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "utilities_connectivity": { "low": 150.0, "mode": 250.0, "high": 388.0, "source_refs": [ "lima_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: lima_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "groceries": { "low": 390.0, "mode": 650.0, "high": 975.0, "source_refs": [ "lima_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: lima_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "eating_out": { "low": 234.0, "mode": 350.0, "high": 508.0, "source_refs": [ "lima_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: lima_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" }, "transit": { "low": 90.0, "mode": 120.0, "high": 156.0, "source_refs": [ "lima_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: lima_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 6, "confidence": "Low" }, "household_personal": { "low": 130.0, "mode": 200.0, "high": 290.0, "source_refs": [ "lima_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: lima_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 2832.5418550149507, "p50": 3148.218990680337, "p85": 3473.4003465223796 }, "0.35": { "p15": 2728.0287115010087, "p50": 3145.231009212518, "p85": 3580.830010020237 }, "0.70": { "p15": 2641.139088023062, "p50": 3142.95403589379, "p85": 3671.4249995357927 } }, "total": { "low": 2640, "model_mid": 3150, "high": 3670, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 5, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "lima_rent", "publisher": "Urbania", "observation_period": "2025-26" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "lima_household", "publisher": "INEI Peru", "observation_period": "2025 / 2026 field cycle" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "lima_household", "publisher": "INEI Peru", "observation_period": "2025 / 2026 field cycle" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "lima_household", "publisher": "INEI Peru", "observation_period": "2025 / 2026 field cycle" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "lima_transit", "publisher": "Autoridad de Transporte Urbano para Lima y Callao", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "lima_household", "publisher": "INEI Peru", "observation_period": "2025 / 2026 field cycle" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 1, "direct_component_components": 1, "broad_calibration_components": 0 } }, "Cape Town": { "country": "South Africa", "currency": "ZAR", "publication_state": "PUBLISHABLE_MODEL_ESTIMATE", "confidence": "Medium", "provisional_reason": "", "components": { "rent": { "low": 8750.0, "mode": 12500.0, "high": 16250.0, "source_refs": [ "cape_town_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: cape_town_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "utilities_connectivity": { "low": 1750.0, "mode": 2500.0, "high": 3500.0, "source_refs": [ "cape_town_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: cape_town_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "groceries": { "low": 3240.0, "mode": 4500.0, "high": 6075.0, "source_refs": [ "cape_town_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: cape_town_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 8, "confidence": "Medium" }, "eating_out": { "low": 1675.0, "mode": 2500.0, "high": 3625.0, "source_refs": [ "cape_town_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: cape_town_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" }, "transit": { "low": 1425.0, "mode": 1500.0, "high": 1575.0, "source_refs": [ "cape_town_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: cape_town_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 9, "confidence": "Medium" }, "household_personal": { "low": 975.0, "mode": 1500.0, "high": 2175.0, "source_refs": [ "cape_town_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: cape_town_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 8, "confidence": "Medium" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 23464.624483695756, "p50": 25333.870566593916, "p85": 27207.45612213001 }, "0.35": { "p15": 22833.52122148675, "p50": 25318.66145536369, "p85": 27855.750198922757 }, "0.70": { "p15": 22309.93942681356, "p50": 25304.79134619027, "p85": 28398.902310071095 } }, "total": { "low": 22310, "model_mid": 25320, "high": 28400, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "core_evidence": { "source_linked_model_components": 0, "deeper_evidence_records": 0, "core_evidence_state": "MIXED_CALIBRATION_CORE", "search_index_eligible": true, "index_gate_reason": null, "components": { "rent": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "cape_town_rent", "publisher": "PayProp / market reporting", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "utilities_connectivity": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "cape_town_household", "publisher": "Statistics South Africa", "observation_period": "2022-23 / published 2025" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "groceries": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "cape_town_household", "publisher": "Statistics South Africa", "observation_period": "2022-23 / published 2025" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "eating_out": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "cape_town_household", "publisher": "Statistics South Africa", "observation_period": "2022-23 / published 2025" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." }, "transit": { "state": "DIRECT_COMPONENT_CALIBRATION", "search_comparison_grade": true, "sources": [ { "source_id": "cape_town_transit", "publisher": "MyCiTi", "observation_period": "2026" } ], "granularity_note": "Captured numeric evidence measures this category or a closely matched subcomponent." }, "household_personal": { "state": "BROAD_CALIBRATION", "search_comparison_grade": false, "sources": [ { "source_id": "cape_town_household", "publisher": "Statistics South Africa", "observation_period": "2022-23 / published 2025" } ], "granularity_note": "Captured numeric evidence is broader household/per-person spending context, not a direct measurement of this category." } }, "numeric_calibration_components": 6, "direct_component_components": 2, "broad_calibration_components": 4 } }, "Nairobi": { "country": "Kenya", "currency": "KES", "publication_state": "PROVISIONAL", "confidence": "Low", "provisional_reason": "The current household proxy is still based on older published evidence; KNBS lists the 2025/26 household-budget survey as ongoing. Current rent/transit evidence is useful, but the city remains provisional until newer household results are available.", "components": { "rent": { "low": 33000.0, "mode": 55000.0, "high": 79750.0, "source_refs": [ "nairobi_rent" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for long-term one-bedroom, roughly 35–55 m² or local equivalent, non-prime but transit-connected. Source refs: nairobi_rent. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "utilities_connectivity": { "low": 6000.0, "mode": 10000.0, "high": 15500.0, "source_refs": [ "nairobi_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for baseline dwelling utilities plus normal broadband and a mid-tier mobile plan. Source refs: nairobi_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "groceries": { "low": 13200.0, "mode": 22000.0, "high": 33000.0, "source_refs": [ "nairobi_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for moderate one-adult grocery basket cross-checked against household expenditure evidence. Source refs: nairobi_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "volatile", "confidence_score": 5, "confidence": "Low" }, "eating_out": { "low": 8040.0, "mode": 12000.0, "high": 17400.0, "source_refs": [ "nairobi_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for four casual sit-down plus four low-cost café/fast-casual meals per month. Source refs: nairobi_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" }, "transit": { "low": 3750.0, "mode": 5000.0, "high": 6500.0, "source_refs": [ "nairobi_transit" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for adult monthly pass/fare cap where meaningful, otherwise normalized 44-trip usage. Source refs: nairobi_transit. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "admin_or_usage", "confidence_score": 6, "confidence": "Low" }, "household_personal": { "low": 4550.0, "mode": 7000.0, "high": 10150.0, "source_refs": [ "nairobi_household" ], "evidence_role": "direct_or_calibration_source", "derivation_method": "Normalized CLC planning anchor for small recurring household and personal essentials allowance. Source refs: nairobi_household. Mode is a research-normalized anchor; low/high encode source-definition and market uncertainty rather than copying a competitor total.", "volatility_class": "stable", "confidence_score": 5, "confidence": "Low" } }, "earnings": { "state": "UNAVAILABLE", "display": "Comparable official earnings benchmark unavailable until a period/geography/basis-matched earnings record is linked." }, "sensitivity_quantiles": { "0.00": { "p15": 102363.71578978683, "p50": 113804.7460580189, "p85": 125613.59962427002 }, "0.35": { "p15": 98625.12306684734, "p50": 113703.43566521272, "p85": 129461.50013985082 }, "0.70": { "p15": 95494.24674758472, "p50": 113610.47687294566, "p85": 132699.3086224918 } }, "total": { "low": 95500, "model_mid": 113700, "high": 132700, "band_method": "outer P15/P85 envelope across rho=0.00/0.35/0.70 sensitivity scenarios" }, "supplemental_source_refs": [ "nairobi_kihbs_2025_26_status" ], "core_evidence": { "source_linked_model_components": 6, "deeper_evidence_records": 0, "core_evidence_state": "MODEL_ONLY_CORE", "search_index_eligible": false, "index_gate_reason": "Zero core components have captured numeric calibration evidence and no deeper published evidence profile exists yet.", "components": { "rent": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "nairobi_rent", "publisher": "BuyRentKenya", "observation_period": "2026-09" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "utilities_connectivity": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "nairobi_household", "publisher": "Kenya National Bureau of Statistics", "observation_period": "2022" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "groceries": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "nairobi_household", "publisher": "Kenya National Bureau of Statistics", "observation_period": "2022" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "eating_out": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "nairobi_household", "publisher": "Kenya National Bureau of Statistics", "observation_period": "2022" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "transit": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "nairobi_transit", "publisher": "KNBS / local fare monitoring", "observation_period": "2026" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." }, "household_personal": { "state": "SOURCE_LINKED_MODEL_ANCHOR", "search_comparison_grade": false, "sources": [ { "source_id": "nairobi_household", "publisher": "Kenya National Bureau of Statistics", "observation_period": "2022" } ], "granularity_note": "Source metadata is linked, but no numeric observation is captured in the core ledger." } }, "numeric_calibration_components": 0, "direct_component_components": 0, "broad_calibration_components": 0 } } }, "site_version": "V7.1" }