Triple

T4739166
Position Surface form Disambiguated ID Type / Status
Subject Pradhan Mantri Awas Yojana – Urban E105195 entity
Predicate slogan P42 FINISHED
Object Housing for All
Housing for All is the central vision of the Indian government’s initiative to provide affordable, pucca housing to all eligible urban households within a set timeframe.
 E465624 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 for All | Statement: [Pradhan Mantri Awas Yojana – Urban, slogan, Housing for All]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Housing for All
Context triple: [Pradhan Mantri Awas Yojana – Urban, slogan, Housing for All]
  • 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. 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. 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.
  • E. Housing Act of 1961
    The Housing Act of 1961 was a major U.S. federal law that expanded and modernized housing and urban renewal programs, increasing funding for low- and moderate-income housing, urban redevelopment, and community facilities.
  • 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 for All
Triple: [Pradhan Mantri Awas Yojana – Urban, slogan, Housing for All]
Generated description
Housing for All is the central vision of the Indian government’s initiative to provide affordable, pucca housing to all eligible urban households within a set timeframe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Housing for All
Target entity description: Housing for All is the central vision of the Indian government’s initiative to provide affordable, pucca housing to all eligible urban households within a set timeframe.
  • 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. 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. 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.
  • E. Housing Act of 1961
    The Housing Act of 1961 was a major U.S. federal law that expanded and modernized housing and urban renewal programs, increasing funding for low- and moderate-income housing, urban redevelopment, and community facilities.
  • 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_69bd43ef87a48190a5bc3600711aa032 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6485d690819098dc4a974516da6b completed March 20, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69be10b8e7ec81908cc1ec9b94a6bee4 completed March 21, 2026, 3:30 a.m.
NEDg Description generation batch_69be1a2de8e08190b26f206434eb9502 completed March 21, 2026, 4:10 a.m.
NED2 Entity disambiguation (via description) batch_69be1a94d8b8819092f7a273cc19ebe9 completed March 21, 2026, 4:12 a.m.
Created at: March 20, 2026, 1:19 p.m.