Triple

T175587

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Department of Housing and Urban Development	`E3566`	entity
Predicate	administers	`P123`	FINISHED
Object	Public Housing Capital Fund The Public Housing Capital Fund is a federal funding program that provides grants to public housing agencies for the modernization, repair, and development of public housing properties in the United States.	`E22062`	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: Public Housing Capital Fund | Statement: [United States Department of Housing and Urban Development, administers, Public Housing Capital Fund]

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

Target entity: Public Housing Capital Fund
Context triple: [United States Department of Housing and Urban Development, administers, Public Housing Capital Fund]

A. Public Housing Administration
The Public Housing Administration was a U.S. federal agency responsible for financing and overseeing the development and management of low-rent public housing projects in the mid-20th century.
B. United States Department of Housing and Urban Development
The United States Department of Housing and Urban Development is a federal executive agency responsible for national policies and programs that address housing needs, fair housing laws, and urban development.
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 Bureau
The Housing Bureau is a specialized division of the New York City Police Department responsible for policing and ensuring safety within the city's public housing developments.
E. Federal Housing Administration
The Federal Housing Administration is a U.S. government agency that provides mortgage insurance to encourage lenders to offer affordable home loans, particularly to first-time and lower-income buyers.
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: Public Housing Capital Fund
Triple: [United States Department of Housing and Urban Development, administers, Public Housing Capital Fund]

Generated description

The Public Housing Capital Fund is a federal funding program that provides grants to public housing agencies for the modernization, repair, and development of public housing properties in the United States.

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

Target entity: Public Housing Capital Fund
Target entity description: The Public Housing Capital Fund is a federal funding program that provides grants to public housing agencies for the modernization, repair, and development of public housing properties in the United States.

A. Public Housing Administration
The Public Housing Administration was a U.S. federal agency responsible for financing and overseeing the development and management of low-rent public housing projects in the mid-20th century.
B. United States Department of Housing and Urban Development
The United States Department of Housing and Urban Development is a federal executive agency responsible for national policies and programs that address housing needs, fair housing laws, and urban development.
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 Bureau
The Housing Bureau is a specialized division of the New York City Police Department responsible for policing and ensuring safety within the city's public housing developments.
E. Federal Housing Administration
The Federal Housing Administration is a U.S. government agency that provides mortgage insurance to encourage lenders to offer affordable home loans, particularly to first-time and lower-income buyers.
F. None of above. chosen

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_69a25374990081909766d30c79a18e0e`	completed	Feb. 28, 2026, 2:31 a.m.
NER	Named-entity recognition	`batch_69a258e497788190aeb61d981efb4d1d`	completed	Feb. 28, 2026, 2:54 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a2eb7babec8190a1c1a6bcc94605ef`	completed	Feb. 28, 2026, 1:19 p.m.
NEDg	Description generation	`batch_69a2ec72092c8190bcc1efa7c0644560`	completed	Feb. 28, 2026, 1:24 p.m.
NED2	Entity disambiguation (via description)	`batch_69a2ecba99cc8190a85dd5e9c531a6e3`	completed	Feb. 28, 2026, 1:25 p.m.

Created at: Feb. 28, 2026, 2:39 a.m.