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Parcel workspace

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Sources · 3 past limitQualification receiptPassed

Freshness warning: NYC DOB (30 days old), NYC ZAP (30 days old), NYC DOB Safety, OATH/ECB, and HPD violations (30 days old). Verify the latest city records before acquisition diligence.

Qualification receipt

5,000 leads surfaced after current-source screening.

Passed
Evaluated
24,528
Screened out
13,219
Project leaks
0
Intelligence evidence chain
Historical rank
Top 100
34.0%
Top 1,000
10.4%
NYC base
0.12%

273× top-100 enrichment · 84× top-1,000

2024 features → 2025 DOB NB filings · development-exposed benchmark. Historical enrichment is not current parcel accuracy, seller intent, or deal probability.

Current qualification

13,219 candidates removed before 5,000 leads were surfaced.

822 current DOB/ZAP projects reconciled · 0 published project leaks. 250-lead borough floor · 97.9% pure-merit overlap. Membership gate only; it does not retrain the rank.

Live outcomes
Inspect monitor

Official DOB outcomes observed through Oct 26, 2026.

Cohort issued Oct 5, 2026 · final eligibility Oct 5, 2027. Until then, current precision is intentionally not claimed.

ZAP projects mapped 822 / 8226,309 qualified below cutoffSelection borough floor 25011 current sources · 3 staleAddress provenance 560 PAD / 4,440 PLUTORefreshed Oct 5, 2026

This receipt validates feed eligibility and source reconciliation. It is not model accuracy, seller intent, transaction probability, or a substitute for diligence.

Source currency

NYC PLUTO · 2026-10-05
30 d old, limit 45 d
NYC ACRIS · 2026-10-05
30 d old, limit 45 d
NYC LPC · 2026-10-05
30 d old, limit 180 d
NYC DOB · 2026-10-05
30 d old, limit 8 d · past limit
NYC ZAP · 2026-10-05
30 d old, limit 8 d · past limit
NYC DOF Tax Lien Sale Lists · 2026-10-05
30 d old, limit 45 d
NYC DOB Safety, OATH/ECB, and HPD violations · 2026-10-05
30 d old, limit 7 d · past limit
NYC PLUTO / FEMA floodplain flags · 2026-10-05
30 d old, limit 45 d
NYC PLUTO environmental-designation field · 2026-10-05
30 d old, limit 45 d
NYC Planning Mandatory Inclusionary Housing mapped areas · 2026-10-05
30 d old, limit 45 d
MTA Subway Stations · 2026-10-05
30 d old, limit 45 d
NYC PLUTO owner names · 2026-10-05
30 d old, limit 45 d
NYC Property Address Directory · 2026-10-05
30 d old, limit 365 d
CityLens · 2017
Age unchecked, historical / no refresh limit
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How CityLens ranks and qualifies parcelsView methodology and limitations

Source records

Current parcel facts combine NYC PLUTO (including E-designations and restrictive declarations), ACRIS ownership, DOB project activity, LPC constraints, and available CityLens aerial-change observations. Source dates remain visible on every parcel.

Temporal model lineage

Verified
  1. Fit ranking
    2018 · 2020 · 2022
    Archived feature origins
  2. Calibrate
    2024 → 2025
    Historical feature/outcome cohort
  3. Score live
    Current records
    No current outcome labels

Archived snapshots teach the order; current official facts are scored at inference. The 2024→2025 result describes the selected rolling procedure; not this final refit's current hit rate. The current list reserves 250 qualified leads per borough before merit-fill.

Historical benchmark hit rate

In the historical 2024→2025 benchmark, 34 of the top 100 received a DOB new-building filing (34%; observed 95% interval 25.5–43.7%), and 104 of the top 1000 did so (10.4%; observed 95% interval 8.7–12.4%), versus a 0.124% eligible-population base rate. These outcomes have been inspected during model development and are not an independent current-accuracy estimate. The ranges quantify fixed-list outcome uncertainty only; they do not include model selection, spatial dependence, dataset shift, or current acquisition outcomes.

Live cohort monitor overdue

Evidence has not advanced for 9 days; the weekly freshness limit is 8 days. The last accepted observation date is Oct 26, 2026.

Historical validation remains available, but live cohort metrics are stale and must not be treated as current accuracy. Investigate the monitor or official DOB source before relying on them.

Required diligence

Administrative lots, active projects, stale ownership, zoning overlays, environmental-designation requirements, tenancy, and site conditions can invalidate a lead. Verify official records and professional advice before outreach or underwriting.