Triple

T7031358
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Primary Health Care E163277 entity
Predicate oversees P46 FINISHED
Object Health Care for the Homeless programs
Health Care for the Homeless programs are federally supported community health initiatives that provide comprehensive primary and supportive health services to people experiencing homelessness in the United States.
E637332 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: Health Care for the Homeless programs | Statement: [Bureau of Primary Health Care, oversees, Health Care for the Homeless programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Health Care for the Homeless programs
Context triple: [Bureau of Primary Health Care, oversees, Health Care for the Homeless programs]
  • A. Continuum of Care homeless assistance programs
    Continuum of Care homeless assistance programs are federally funded local or regional planning and grant-making systems designed to organize and deliver housing and supportive services to people experiencing homelessness, with the goal of achieving stable, long-term housing outcomes.
  • B. In-Home Supportive Services program
    The In-Home Supportive Services program is a California public assistance program that helps low-income elderly, blind, and disabled individuals receive personal care and domestic services in their own homes to avoid institutionalization.
  • C. Housing Opportunities for Persons With AIDS program
    The Housing Opportunities for Persons With AIDS program is a federal initiative that provides housing assistance and related support services to low-income people living with HIV/AIDS and their families in the United States.
  • D. Centers for Independent Living programs
    Centers for Independent Living programs are community-based, consumer-controlled organizations that provide services and advocacy to help people with disabilities live independently and fully participate in society.
  • E. Rural Health Care program
    The Rural Health Care program is a U.S. federal initiative that subsidizes telecommunications and broadband services to help healthcare providers in rural areas improve patient care and access to medical resources.
  • 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: Health Care for the Homeless programs
Triple: [Bureau of Primary Health Care, oversees, Health Care for the Homeless programs]
Generated description
Health Care for the Homeless programs are federally supported community health initiatives that provide comprehensive primary and supportive health services to people experiencing homelessness in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Health Care for the Homeless programs
Target entity description: Health Care for the Homeless programs are federally supported community health initiatives that provide comprehensive primary and supportive health services to people experiencing homelessness in the United States.
  • A. Continuum of Care homeless assistance programs
    Continuum of Care homeless assistance programs are federally funded local or regional planning and grant-making systems designed to organize and deliver housing and supportive services to people experiencing homelessness, with the goal of achieving stable, long-term housing outcomes.
  • B. In-Home Supportive Services program
    The In-Home Supportive Services program is a California public assistance program that helps low-income elderly, blind, and disabled individuals receive personal care and domestic services in their own homes to avoid institutionalization.
  • C. Housing Opportunities for Persons With AIDS program
    The Housing Opportunities for Persons With AIDS program is a federal initiative that provides housing assistance and related support services to low-income people living with HIV/AIDS and their families in the United States.
  • D. Centers for Independent Living programs
    Centers for Independent Living programs are community-based, consumer-controlled organizations that provide services and advocacy to help people with disabilities live independently and fully participate in society.
  • E. Rural Health Care program
    The Rural Health Care program is a U.S. federal initiative that subsidizes telecommunications and broadband services to help healthcare providers in rural areas improve patient care and access to medical resources.
  • 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_69c6885d691c81908cf7d31083113886 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e20ee1208190811be10a84e7d8a4 completed March 27, 2026, 8:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c775980920819081d31b8d2843fb3d completed March 28, 2026, 6:30 a.m.
NEDg Description generation batch_69c77aa1c704819088a9561ac55f9037 completed March 28, 2026, 6:52 a.m.
NED2 Entity disambiguation (via description) batch_69c77b082f3c8190a649297ce0f816bb completed March 28, 2026, 6:54 a.m.
Created at: March 27, 2026, 2:35 p.m.