Triple

T5325247
Position Surface form Disambiguated ID Type / Status
Subject Project-Based Voucher Program E121768 entity
Predicate relatedProgram P37 FINISHED
Object Project-Based Rental Assistance
Project-Based Rental Assistance is a federal housing subsidy program that provides long-term, property-tied rental assistance to make specific affordable housing units financially accessible to low-income tenants.
E511901 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: Project-Based Rental Assistance | Statement: [Project-Based Voucher Program, relatedProgram, Project-Based Rental Assistance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Project-Based Rental Assistance
Context triple: [Project-Based Voucher Program, relatedProgram, Project-Based Rental Assistance]
  • A. Affordable Housing Program
    The Affordable Housing Program is a federal initiative that provides grants and subsidized loans through the Federal Home Loan Bank System to support the development and preservation of affordable housing for low- and moderate-income households.
  • B. Housing Program
    The Housing Program is a Saudi government initiative under Vision 2030 aimed at increasing homeownership, improving housing quality, and developing a sustainable, accessible residential real estate sector.
  • C. 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.
  • D. Neighborhood Stabilization Program
    The Neighborhood Stabilization Program is a federal initiative created to help communities recover from the foreclosure crisis by funding the purchase, rehabilitation, and redevelopment of abandoned and foreclosed homes.
  • E. Mitchell-Lama Housing Program
    The Mitchell-Lama Housing Program is a New York State initiative that provides affordable rental and cooperative housing to moderate- and middle-income families through government-subsidized developments.
  • 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: Project-Based Rental Assistance
Triple: [Project-Based Voucher Program, relatedProgram, Project-Based Rental Assistance]
Generated description
Project-Based Rental Assistance is a federal housing subsidy program that provides long-term, property-tied rental assistance to make specific affordable housing units financially accessible to low-income tenants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Project-Based Rental Assistance
Target entity description: Project-Based Rental Assistance is a federal housing subsidy program that provides long-term, property-tied rental assistance to make specific affordable housing units financially accessible to low-income tenants.
  • A. Affordable Housing Program
    The Affordable Housing Program is a federal initiative that provides grants and subsidized loans through the Federal Home Loan Bank System to support the development and preservation of affordable housing for low- and moderate-income households.
  • B. Housing Program
    The Housing Program is a Saudi government initiative under Vision 2030 aimed at increasing homeownership, improving housing quality, and developing a sustainable, accessible residential real estate sector.
  • C. 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.
  • D. Neighborhood Stabilization Program
    The Neighborhood Stabilization Program is a federal initiative created to help communities recover from the foreclosure crisis by funding the purchase, rehabilitation, and redevelopment of abandoned and foreclosed homes.
  • E. Mitchell-Lama Housing Program
    The Mitchell-Lama Housing Program is a New York State initiative that provides affordable rental and cooperative housing to moderate- and middle-income families through government-subsidized developments.
  • 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.