Triple

T3904241
Position Surface form Disambiguated ID Type / Status
Subject Federal Home Loan Bank System E90565 entity
Predicate program P804 FINISHED
Object 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.
E397156 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: Affordable Housing Program | Statement: [Federal Home Loan Bank System, program, Affordable Housing Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Affordable Housing Program
Context triple: [Federal Home Loan Bank System, program, Affordable Housing Program]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Affordable Housing Program
Triple: [Federal Home Loan Bank System, program, Affordable Housing Program]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Affordable Housing Program
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69aed95d315881908cbf1bf4a7215fbf completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeed0fb9888190add847806555a14a completed March 9, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51ca9d32881908538065ee71b31c2 completed March 14, 2026, 8:30 a.m.
NEDg Description generation batch_69b51d8510c08190a88a1a8f044b3c59 completed March 14, 2026, 8:34 a.m.
NED2 Entity disambiguation (via description) batch_69b51e08c7ac8190aab4b270258cdb69 completed March 14, 2026, 8:36 a.m.
Created at: March 9, 2026, 3:22 p.m.