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.