Triple

T1022047
Position Surface form Disambiguated ID Type / Status
Subject Office of Community Planning and Development E22059 entity
Predicate programAdministered P86 FINISHED
Object 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.
E121764 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: Continuum of Care homeless assistance programs | Statement: [Office of Community Planning and Development, programAdministered, Continuum of Care homeless assistance programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Continuum of Care homeless assistance programs
Context triple: [Office of Community Planning and Development, programAdministered, Continuum of Care homeless assistance programs]
  • A. 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.
  • B. San Francisco Department of Homelessness and Supportive Housing
    The San Francisco Department of Homelessness and Supportive Housing is a city agency responsible for coordinating and delivering services, housing, and support programs for people experiencing or at risk of homelessness in San Francisco.
  • 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. Section 202 Supportive Housing for the Elderly Program
    Section 202 Supportive Housing for the Elderly Program is a federal initiative that funds the development and rental assistance of affordable, supportive housing for very low-income older adults in the United States.
  • E. Cranston-Gonzalez National Affordable Housing Act
    The Cranston-Gonzalez National Affordable Housing Act is a landmark 1990 U.S. federal law that expanded and restructured housing assistance programs to increase the supply of affordable housing for low- and moderate-income households.
  • 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: Continuum of Care homeless assistance programs
Triple: [Office of Community Planning and Development, programAdministered, Continuum of Care homeless assistance programs]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Continuum of Care homeless assistance programs
Target entity description: 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.
  • A. 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.
  • B. San Francisco Department of Homelessness and Supportive Housing
    The San Francisco Department of Homelessness and Supportive Housing is a city agency responsible for coordinating and delivering services, housing, and support programs for people experiencing or at risk of homelessness in San Francisco.
  • 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. Section 202 Supportive Housing for the Elderly Program
    Section 202 Supportive Housing for the Elderly Program is a federal initiative that funds the development and rental assistance of affordable, supportive housing for very low-income older adults in the United States.
  • E. Cranston-Gonzalez National Affordable Housing Act
    The Cranston-Gonzalez National Affordable Housing Act is a landmark 1990 U.S. federal law that expanded and restructured housing assistance programs to increase the supply of affordable housing for low- and moderate-income households.
  • 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_69a493d6e380819097b384986ffc315c completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bb71e7f88190bf33bbe5ef2c68ff completed March 1, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bb63f14819098f5e32af3b98508 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3de4fbb88190855cf92af51fe70b completed March 7, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_69ac3e45d9e88190bc88d037c00c3ecc completed March 7, 2026, 3:03 p.m.
Created at: March 1, 2026, 7:41 p.m.