Plot

Methodology

How we assemble
a block.

A neighborhood's history is scattered across a dozen public archives that were never designed to talk to each other. Plot runs a repeatable, six-phase pipeline that pulls them together, cross-references them, and turns the result into something a person actually wants to read.

01

The property spine

We start with the deed.

Every house on the block gets traced through New York's ACRIS property records — owner to owner, sale to sale, back toward the original transfer. We layer in PLUTO tax-lot data and the 1940s WPA tax photographs so each address has a face and a chain of title.

ACRIS deed recordsPLUTO tax lots1940s & 1980s tax photos
02

People & census

Then we ask who lived there.

Federal census schedules (1880–1950, as they open) and decades of city directories tell us who occupied each address and what they did for a living. We resolve names across sources into a single searchable people index, so one person isn't five different records.

U.S. Census 1880–1950City directories (Internet Archive)Resolved people index
03

The press

Then we read the papers — all of them.

We sweep the digitized newspaper record for every mention of the block and its addresses, then mine the hits for structured life events: births, marriages, obituaries, court notices, fires, the block in the news. Tens of thousands of pages, catalogued and dated.

Brooklyn Daily Eagle & local papersChronicling America (LOC)Structured event extraction
04

The visual archive

Then we find the pictures.

We pull free-licensed and public-domain imagery from the Digital Public Library of America, the New York Public Library, Wikimedia Commons, and the Library of Congress, plus Sanborn fire-insurance atlases that map the block building-by-building across the decades.

DPLANYPL Digital CollectionsWikimedia CommonsSanborn fire maps
05

Oral history

Then we talk to the neighbors.

The richest layer never made it into any archive. We record and transcribe the people who remember — who lived where, which store was on the corner, what the block was like — and run a community review queue so residents can correct and add to the record.

Recorded interviewsCommunity OCR & correction queueResident submissions
06

Synthesis

Then we make it one thing.

We cross-reference every layer — geocoding addresses, linking families across deeds, census, and press, building per-house and per-person pages — and write the narrative on top: a timeline, family threads, and the “wild files,” the handful of stories that make people stop and read twice.

Geocoding & cross-referencingFamily dossiersNarrative + wild files

What we hold to

Primary sources only

Every fact traces to a deed, a census line, a newspaper page, or a named interview — not a secondary summary.

Every claim is cited

Each entry links back to its source. If we can't source it, we flag it as oral tradition or leave it out.

Names resolved, noise filtered

OCR garbage and duplicate records are filtered out; the same person across five sources becomes one indexed entry.

It outlasts us

The archive is structured data first, presentation second — so it can be rebuilt, exported, printed, or handed off, forever.

The method, run once

What it produced for one Brooklyn block.

We ran this pipeline end-to-end on Windsor Place in Brooklyn — the flagship archive at windsorpl.nyc. The same process, applied to one block:

62

houses traced

203

deeds through ACRIS

78,802

newspaper mentions

518

people indexed

368

photographs & maps

31

wild files written