Triple

T175586
Position Surface form Disambiguated ID Type / Status
Subject United States Department of Housing and Urban Development E3566 entity
Predicate administers P123 FINISHED
Object Section 8 Housing Choice Voucher Program
The Section 8 Housing Choice Voucher Program is a federal rental assistance initiative that helps low-income families, the elderly, and people with disabilities afford safe, decent housing in the private market.
E22061 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: Section 8 Housing Choice Voucher Program | Statement: [United States Department of Housing and Urban Development, administers, Section 8 Housing Choice Voucher Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Section 8 Housing Choice Voucher Program
Context triple: [United States Department of Housing and Urban Development, administers, Section 8 Housing Choice Voucher Program]
  • 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. FHA 203(b) basic home mortgage program
    The FHA 203(b) basic home mortgage program is the Federal Housing Administration’s primary loan insurance program that helps homebuyers, particularly first-time and lower-income borrowers, obtain affordable, low–down payment mortgages for one- to four-family homes.
  • C. Temporary Assistance for Needy Families
    Temporary Assistance for Needy Families is a U.S. federal assistance program that provides time-limited cash aid and work support services to low-income families with children.
  • D. 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.
  • E. United States Housing Act of 1937
    The United States Housing Act of 1937 is a landmark federal law that established the public housing program in the United States, providing subsidies to local housing authorities to build and manage affordable housing for low-income families.
  • 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: Section 8 Housing Choice Voucher Program
Triple: [United States Department of Housing and Urban Development, administers, Section 8 Housing Choice Voucher Program]
Generated description
The Section 8 Housing Choice Voucher Program is a federal rental assistance initiative that helps low-income families, the elderly, and people with disabilities afford safe, decent housing in the private market.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Section 8 Housing Choice Voucher Program
Target entity description: The Section 8 Housing Choice Voucher Program is a federal rental assistance initiative that helps low-income families, the elderly, and people with disabilities afford safe, decent housing in the private market.
  • 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. FHA 203(b) basic home mortgage program
    The FHA 203(b) basic home mortgage program is the Federal Housing Administration’s primary loan insurance program that helps homebuyers, particularly first-time and lower-income borrowers, obtain affordable, low–down payment mortgages for one- to four-family homes.
  • C. Temporary Assistance for Needy Families
    Temporary Assistance for Needy Families is a U.S. federal assistance program that provides time-limited cash aid and work support services to low-income families with children.
  • D. 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.
  • E. United States Housing Act of 1937
    The United States Housing Act of 1937 is a landmark federal law that established the public housing program in the United States, providing subsidies to local housing authorities to build and manage affordable housing for low-income families.
  • 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.