Triple

T18601590

Position	Surface form	Disambiguated ID	Type / Status
Subject	Frederick Wiseman	`E454631`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Public Housing Public Housing is a 1997 documentary film by Frederick Wiseman that closely observes the lives, challenges, and community dynamics within a Chicago public housing project.	`E1333800`	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 | Statement: [Frederick Wiseman, notableWork, Public Housing]

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

Target entity: Public Housing
Context triple: [Frederick Wiseman, notableWork, Public Housing]

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. Federal Public Housing Assistance
Federal Public Housing Assistance is a U.S. government program that provides subsidized housing support to low-income individuals and families to help ensure access to safe and affordable homes.
C. Affordable Housing Program
The Affordable Housing Program is a federal initiative that provides grants and subsidized loans through the Federal Home Loan Bank System to support the development and preservation of affordable housing for low- and moderate-income households.
D. 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.
E. Public Housing Operating Fund
The Public Housing Operating Fund is a U.S. federal funding program that provides ongoing financial support to public housing agencies for the day-to-day operation and maintenance of public housing developments.
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
Triple: [Frederick Wiseman, notableWork, Public Housing]

Generated description

Public Housing is a 1997 documentary film by Frederick Wiseman that closely observes the lives, challenges, and community dynamics within a Chicago public housing project.

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

Target entity: Public Housing
Target entity description: Public Housing is a 1997 documentary film by Frederick Wiseman that closely observes the lives, challenges, and community dynamics within a Chicago public housing project.

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. Federal Public Housing Assistance
Federal Public Housing Assistance is a U.S. government program that provides subsidized housing support to low-income individuals and families to help ensure access to safe and affordable homes.
C. Affordable Housing Program
The Affordable Housing Program is a federal initiative that provides grants and subsidized loans through the Federal Home Loan Bank System to support the development and preservation of affordable housing for low- and moderate-income households.
D. 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.
E. Public Housing Operating Fund
The Public Housing Operating Fund is a U.S. federal funding program that provides ongoing financial support to public housing agencies for the day-to-day operation and maintenance of public housing developments.
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_69d8d38ae7e081908a98df1251842402`	completed	April 10, 2026, 10:40 a.m.
NER	Named-entity recognition	`batch_69e5475112608190acacc5ac7a08c4a0`	completed	April 19, 2026, 9:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0503837dfc81908ce5eb5e9f1f6a89`	completed	May 13, 2026, 11:04 p.m.
NEDg	Description generation	`batch_6a0506b8e2e88190aa9c0ead1c05f06a`	completed	May 13, 2026, 11:18 p.m.
NED2	Entity disambiguation (via description)	`batch_6a050731c3208190a13ecc77eb9ac9ea`	completed	May 13, 2026, 11:20 p.m.

Created at: April 10, 2026, 11:45 a.m.