Triple

T3156261
Position Surface form Disambiguated ID Type / Status
Subject Public Law 110-289 E65991 entity
Predicate containsTitle P3254 FINISHED
Object Housing Finance Reform
Housing Finance Reform refers to legislative efforts aimed at restructuring and stabilizing the U.S. housing finance system, particularly the regulation and oversight of mortgage markets and related institutions.
E331957 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: Housing Finance Reform | Statement: [Public Law 110-289, containsTitle, Housing Finance Reform]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Housing Finance Reform
Context triple: [Public Law 110-289, containsTitle, Housing Finance Reform]
  • A. 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.
  • B. United States housing policy
    United States housing policy encompasses the federal, state, and local laws, programs, and regulations that shape housing availability, affordability, quality, and urban development across the country.
  • C. Housing and Community Development Act of 1992
    The Housing and Community Development Act of 1992 is a U.S. federal law that overhauled housing finance and community development programs, expanding fair lending, affordable housing initiatives, and regulatory oversight of financial institutions.
  • D. Regulator of Social Housing
    The Regulator of Social Housing is a public body in England responsible for ensuring that social housing providers are well-governed, financially viable, and deliver safe, quality homes for tenants.
  • 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: Housing Finance Reform
Triple: [Public Law 110-289, containsTitle, Housing Finance Reform]
Generated description
Housing Finance Reform refers to legislative efforts aimed at restructuring and stabilizing the U.S. housing finance system, particularly the regulation and oversight of mortgage markets and related institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Housing Finance Reform
Target entity description: Housing Finance Reform refers to legislative efforts aimed at restructuring and stabilizing the U.S. housing finance system, particularly the regulation and oversight of mortgage markets and related institutions.
  • A. 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.
  • B. United States housing policy
    United States housing policy encompasses the federal, state, and local laws, programs, and regulations that shape housing availability, affordability, quality, and urban development across the country.
  • C. Housing and Community Development Act of 1992
    The Housing and Community Development Act of 1992 is a U.S. federal law that overhauled housing finance and community development programs, expanding fair lending, affordable housing initiatives, and regulatory oversight of financial institutions.
  • D. Regulator of Social Housing
    The Regulator of Social Housing is a public body in England responsible for ensuring that social housing providers are well-governed, financially viable, and deliver safe, quality homes for tenants.
  • 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_69ad85850c1481908a9e9c6242238de2 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada5eafa4c8190a65cc1312823144c completed March 8, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b225068444819080e2b8b6b1260613 completed March 12, 2026, 2:29 a.m.
NEDg Description generation batch_69b22574e7c881908e9645f0869d95a8 completed March 12, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69b225f0e0b0819096f8b5f7e7ddd8c3 completed March 12, 2026, 2:33 a.m.
Created at: March 8, 2026, 3:05 p.m.