Triple

T5325495
Position Surface form Disambiguated ID Type / Status
Subject Continuum of Care Program E121774 entity
Predicate administeredBy P86 FINISHED
Object HUD Office of Special Needs Assistance Programs
The HUD Office of Special Needs Assistance Programs is a division of the U.S. Department of Housing and Urban Development that oversees federal homeless assistance initiatives and funding to support housing and services for people experiencing homelessness and other special needs.
E511909 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: HUD Office of Special Needs Assistance Programs | Statement: [Continuum of Care Program, administeredBy, HUD Office of Special Needs Assistance Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: HUD Office of Special Needs Assistance Programs
Context triple: [Continuum of Care Program, administeredBy, HUD Office of Special Needs Assistance Programs]
  • A. 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.
  • B. Office of Housing
    The Office of Housing is a major division within the U.S. Department of Housing and Urban Development responsible for federal housing programs, including mortgage insurance, multifamily housing, and regulatory oversight of housing-related activities.
  • C. CDC Habitat
    CDC Habitat is a major French public housing and real estate company that develops, manages, and operates affordable and social housing across France.
  • D. 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.
  • E. Section 811 Supportive Housing for Persons with Disabilities Program
    The Section 811 Supportive Housing for Persons with Disabilities Program is a federal initiative that provides affordable, community-based rental housing and supportive services to very low-income adults with disabilities in the United States.
  • 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: HUD Office of Special Needs Assistance Programs
Triple: [Continuum of Care Program, administeredBy, HUD Office of Special Needs Assistance Programs]
Generated description
The HUD Office of Special Needs Assistance Programs is a division of the U.S. Department of Housing and Urban Development that oversees federal homeless assistance initiatives and funding to support housing and services for people experiencing homelessness and other special needs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: HUD Office of Special Needs Assistance Programs
Target entity description: The HUD Office of Special Needs Assistance Programs is a division of the U.S. Department of Housing and Urban Development that oversees federal homeless assistance initiatives and funding to support housing and services for people experiencing homelessness and other special needs.
  • A. 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.
  • B. Office of Housing
    The Office of Housing is a major division within the U.S. Department of Housing and Urban Development responsible for federal housing programs, including mortgage insurance, multifamily housing, and regulatory oversight of housing-related activities.
  • C. CDC Habitat
    CDC Habitat is a major French public housing and real estate company that develops, manages, and operates affordable and social housing across France.
  • D. 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.
  • E. Section 811 Supportive Housing for Persons with Disabilities Program
    The Section 811 Supportive Housing for Persons with Disabilities Program is a federal initiative that provides affordable, community-based rental housing and supportive services to very low-income adults with disabilities in the United States.
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd857b41e0819091a51286d0de214c completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18abdcc48190bca5c7fc354c2471 completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf19a73b888190a903124a9da5e172 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf19fc79148190a02c4ddf2f6abdf7 completed March 21, 2026, 10:21 p.m.
Created at: March 20, 2026, 1:59 p.m.