Triple

T4426052
Position Surface form Disambiguated ID Type / Status
Subject Lifeline program E95211 entity
Predicate federalAssistanceProgramLink P18197 FINISHED
Object 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.
E438391 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: Federal Public Housing Assistance | Statement: [Lifeline program, federalAssistanceProgramLink, Federal Public Housing Assistance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Public Housing Assistance
Context triple: [Lifeline program, federalAssistanceProgramLink, Federal Public Housing Assistance]
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. HUD Office of Public and Indian Housing
    The HUD Office of Public and Indian Housing is a division of the U.S. Department of Housing and Urban Development responsible for administering and supporting public housing and rental assistance programs for low-income families and Native American communities.
  • 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: Federal Public Housing Assistance
Triple: [Lifeline program, federalAssistanceProgramLink, Federal Public Housing Assistance]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Public Housing Assistance
Target entity description: 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.
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. HUD Office of Public and Indian Housing
    The HUD Office of Public and Indian Housing is a division of the U.S. Department of Housing and Urban Development responsible for administering and supporting public housing and rental assistance programs for low-income families and Native American communities.
  • 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_69b3453c2a0c8190926b574c90766db9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35640269c8190a88fc6b59070561b completed March 13, 2026, 12:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f633a69c8190b062c2a78b0f8319 completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f6bcfa0481909d07ffb2a975a350 completed March 15, 2026, 12:01 a.m.
NED2 Entity disambiguation (via description) batch_69b5f733c660819081c68dc3ec342e12 completed March 15, 2026, 12:02 a.m.
Created at: March 12, 2026, 11:30 p.m.