Triple

T5941071
Position Surface form Disambiguated ID Type / Status
Subject HUD Office of Public and Indian Housing E132165 entity
Predicate usesProgram P6928 FINISHED
Object Indian Housing Block Grant Program
The Indian Housing Block Grant Program is a federal funding initiative that supports affordable housing development, modernization, and related services for Native American tribes and Alaska Native villages.
E555331 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: Indian Housing Block Grant Program | Statement: [HUD Office of Public and Indian Housing, usesProgram, Indian Housing Block Grant Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Indian Housing Block Grant Program
Context triple: [HUD Office of Public and Indian Housing, usesProgram, Indian Housing Block Grant 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. 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. 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.
  • D. Grameen Bank Housing Programme
    The Grameen Bank Housing Programme is a pioneering microfinance-based initiative in rural Bangladesh that enables low-income families to build safe, durable homes through small, affordable loans.
  • E. Housing Trust Fund
    The Housing Trust Fund is a federal affordable housing program that provides grants to states to produce, preserve, and rehabilitate housing for extremely low- and very low-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: Indian Housing Block Grant Program
Triple: [HUD Office of Public and Indian Housing, usesProgram, Indian Housing Block Grant Program]
Generated description
The Indian Housing Block Grant Program is a federal funding initiative that supports affordable housing development, modernization, and related services for Native American tribes and Alaska Native villages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Indian Housing Block Grant Program
Target entity description: The Indian Housing Block Grant Program is a federal funding initiative that supports affordable housing development, modernization, and related services for Native American tribes and Alaska Native villages.
  • 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. 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. 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.
  • D. Grameen Bank Housing Programme
    The Grameen Bank Housing Programme is a pioneering microfinance-based initiative in rural Bangladesh that enables low-income families to build safe, durable homes through small, affordable loans.
  • E. Housing Trust Fund
    The Housing Trust Fund is a federal affordable housing program that provides grants to states to produce, preserve, and rehabilitate housing for extremely low- and very low-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_69c0085c55dc8190aa90e242c956e2fa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c038f101c081908fb530d2f1f358fc completed March 22, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c079dfe4819097598ec1f564e810 completed March 23, 2026, 4:24 a.m.
NEDg Description generation batch_69c0c154b148819099d6f601e3a542aa completed March 23, 2026, 4:28 a.m.
NED2 Entity disambiguation (via description) batch_69c0c1df5b1c8190824d40d7f24c60cd completed March 23, 2026, 4:30 a.m.
Created at: March 22, 2026, 4:01 p.m.