Triple

T13683612

Position	Surface form	Disambiguated ID	Type / Status
Subject	Mitchell-Lama Housing Program	`E328061`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Mitchell-Lama cooperative developments Mitchell-Lama cooperative developments are limited-equity, income-restricted housing co-ops in New York designed to provide affordable homeownership to moderate- and middle-income residents.	`E328061`	NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini

Instruction

Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).

Input

Phrase: Mitchell-Lama cooperative developments | Statement: [Mitchell-Lama Housing Program, hasPart, Mitchell-Lama cooperative developments]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Mitchell-Lama cooperative developments
Context triple: [Mitchell-Lama Housing Program, hasPart, Mitchell-Lama cooperative developments]

A. Mitchell-Lama Housing Program
The Mitchell-Lama Housing Program is a New York State initiative that provides affordable rental and cooperative housing to moderate- and middle-income families through government-subsidized developments.
B. New York State Mitchell-Lama Housing Program
The New York State Mitchell-Lama Housing Program is a government initiative that provides affordable rental and cooperative housing to moderate- and middle-income residents through subsidies and tax incentives to private developers.
C. Low-Income Housing Tax Credit
The Low-Income Housing Tax Credit is a U.S. federal tax incentive program that encourages private investment in affordable rental housing for low-income households.
D. Housing and Community Development Act of 1977
The Housing and Community Development Act of 1977 is a U.S. federal law that expanded and reformed housing assistance and community development programs, including amendments to public housing and urban development initiatives.
E. Fischer Housing Development
Fischer Housing Development is a public housing complex located in the Algiers neighborhood on the West Bank of New Orleans, Louisiana.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NEDg Description generation gpt-5.1

Instruction

Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"

Input

Entity: Mitchell-Lama cooperative developments
Triple: [Mitchell-Lama Housing Program, hasPart, Mitchell-Lama cooperative developments]

Generated description

Mitchell-Lama cooperative developments are limited-equity, income-restricted housing co-ops in New York designed to provide affordable homeownership to moderate- and middle-income residents.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Mitchell-Lama cooperative developments
Target entity description: Mitchell-Lama cooperative developments are limited-equity, income-restricted housing co-ops in New York designed to provide affordable homeownership to moderate- and middle-income residents.

A. Mitchell-Lama Housing Program chosen
The Mitchell-Lama Housing Program is a New York State initiative that provides affordable rental and cooperative housing to moderate- and middle-income families through government-subsidized developments.
B. New York State Mitchell-Lama Housing Program
The New York State Mitchell-Lama Housing Program is a government initiative that provides affordable rental and cooperative housing to moderate- and middle-income residents through subsidies and tax incentives to private developers.
C. Low-Income Housing Tax Credit
The Low-Income Housing Tax Credit is a U.S. federal tax incentive program that encourages private investment in affordable rental housing for low-income households.
D. Housing and Community Development Act of 1977
The Housing and Community Development Act of 1977 is a U.S. federal law that expanded and reformed housing assistance and community development programs, including amendments to public housing and urban development initiatives.
E. Fischer Housing Development
Fischer Housing Development is a public housing complex located in the Algiers neighborhood on the West Bank of New Orleans, Louisiana.
F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step	Stage	Batch ID	Status	When
creating	Elicitation	`batch_69d8076f1fa8819094664a59b55010df`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69dbc66e75188190a9e82fdc5eb26513`	completed	April 12, 2026, 4:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f79d4a4a50819098bd4348eba19ee7`	completed	May 3, 2026, 7:08 p.m.
NEDg	Description generation	`batch_69f7a15f3c908190be380355972def6e`	completed	May 3, 2026, 7:26 p.m.
NED2	Entity disambiguation (via description)	`batch_69f7a2234390819093814fd435f9c42c`	completed	May 3, 2026, 7:29 p.m.

Created at: April 9, 2026, 9:53 p.m.