Triple

T1022158
Position Surface form Disambiguated ID Type / Status
Subject Section 8 Housing Choice Voucher Program E22061 entity
Predicate relatedTo P37 FINISHED
Object Project-Based Voucher Program
The Project-Based Voucher Program is a federal housing assistance initiative in which rental subsidies are attached to specific privately owned units to provide long-term affordable housing for low-income households.
E121768 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 Voucher Program | Statement: [Section 8 Housing Choice Voucher Program, relatedTo, Project-Based Voucher Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Project-Based Voucher Program
Context triple: [Section 8 Housing Choice Voucher Program, relatedTo, Project-Based Voucher Program]
  • A. Community Development Block Grant program
    The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
  • B. National Programme on Technology Enhanced Learning
    The National Programme on Technology Enhanced Learning (NPTEL) is an initiative by the Indian Institutes of Technology and the Indian Institute of Science that offers free online courses and video lectures to enhance engineering, science, and technology education across India.
  • C. The Transitional Program
    The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
  • D. Microloan Program
    The Microloan Program is a U.S. Small Business Administration initiative that provides small, short-term loans to startups and small businesses that may not qualify for traditional financing.
  • E. Lifeline program
    The Lifeline program is a U.S. federal initiative that provides discounted phone and broadband services to low-income consumers to help ensure affordable access to communications.
  • 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 Voucher Program
Triple: [Section 8 Housing Choice Voucher Program, relatedTo, Project-Based Voucher Program]
Generated description
The Project-Based Voucher Program is a federal housing assistance initiative in which rental subsidies are attached to specific privately owned units to provide long-term affordable housing for low-income households.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Project-Based Voucher Program
Target entity description: The Project-Based Voucher Program is a federal housing assistance initiative in which rental subsidies are attached to specific privately owned units to provide long-term affordable housing for low-income households.
  • A. Community Development Block Grant program
    The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
  • B. National Programme on Technology Enhanced Learning
    The National Programme on Technology Enhanced Learning (NPTEL) is an initiative by the Indian Institutes of Technology and the Indian Institute of Science that offers free online courses and video lectures to enhance engineering, science, and technology education across India.
  • C. The Transitional Program
    The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
  • D. Microloan Program
    The Microloan Program is a U.S. Small Business Administration initiative that provides small, short-term loans to startups and small businesses that may not qualify for traditional financing.
  • E. Lifeline program
    The Lifeline program is a U.S. federal initiative that provides discounted phone and broadband services to low-income consumers to help ensure affordable access to communications.
  • 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_69a4b7dead9c8190a0f8d4ef48e6c809 completed March 1, 2026, 10:04 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.