Triple

T15336719
Position Surface form Disambiguated ID Type / Status
Subject H. T. Parekh E366685 entity
Predicate notableWork P4 FINISHED
Object Establishing a formal housing finance institution in India
Establishing a formal housing finance institution in India refers to H. T. Parekh’s pioneering work in creating an organized, large-scale system for providing housing finance, which laid the foundation for India’s modern mortgage and housing finance sector.
E1150868 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: Establishing a formal housing finance institution in India | Statement: [H. T. Parekh, notableWork, Establishing a formal housing finance institution in India]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Establishing a formal housing finance institution in India
Context triple: [H. T. Parekh, notableWork, Establishing a formal housing finance institution in India]
  • A. 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.
  • B. Report on Trend and Progress of Banking in India
    The Report on Trend and Progress of Banking in India is an annual analytical publication that reviews the performance, developments, and policy issues in the Indian banking and financial system.
  • C. 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.
  • D. Grameen microfinance model
    The Grameen microfinance model is a pioneering approach to providing small, collateral-free loans to the rural poor, especially women, using group-based lending and social accountability to promote entrepreneurship and poverty reduction.
  • E. India’s Economic Reforms, 1991–2001
    "India’s Economic Reforms, 1991–2001" is a scholarly analysis of the liberalization and structural reforms that transformed India’s economy in the 1990s, examining their origins, implementation, and impact on growth and development.
  • 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: Establishing a formal housing finance institution in India
Triple: [H. T. Parekh, notableWork, Establishing a formal housing finance institution in India]
Generated description
Establishing a formal housing finance institution in India refers to H. T. Parekh’s pioneering work in creating an organized, large-scale system for providing housing finance, which laid the foundation for India’s modern mortgage and housing finance sector.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Establishing a formal housing finance institution in India
Target entity description: Establishing a formal housing finance institution in India refers to H. T. Parekh’s pioneering work in creating an organized, large-scale system for providing housing finance, which laid the foundation for India’s modern mortgage and housing finance sector.
  • A. 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.
  • B. Report on Trend and Progress of Banking in India
    The Report on Trend and Progress of Banking in India is an annual analytical publication that reviews the performance, developments, and policy issues in the Indian banking and financial system.
  • C. 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.
  • D. Grameen microfinance model
    The Grameen microfinance model is a pioneering approach to providing small, collateral-free loans to the rural poor, especially women, using group-based lending and social accountability to promote entrepreneurship and poverty reduction.
  • E. India’s Economic Reforms, 1991–2001
    "India’s Economic Reforms, 1991–2001" is a scholarly analysis of the liberalization and structural reforms that transformed India’s economy in the 1990s, examining their origins, implementation, and impact on growth and development.
  • 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_69d85a1355608190a6673ddb67231d54 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e11b22c81908280efe65acd5454 completed April 16, 2026, 1:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff01f11b88819089342e8b088bc95e completed May 9, 2026, 9:44 a.m.
NEDg Description generation batch_69ff02de46948190ac9b9f87313a8442 completed May 9, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_69ff0341238c8190a7d0473ad9ab702c completed May 9, 2026, 9:49 a.m.
Created at: April 10, 2026, 3:17 a.m.