Triple

T10730772
Position Surface form Disambiguated ID Type / Status
Subject Muhammad Yunus E253065 entity
Predicate founded P104 FINISHED
Object Grameen Fund
Grameen Fund is a social investment and venture capital organization that finances innovative, poverty-focused enterprises, particularly in developing countries.
E885240 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: Grameen Fund | Statement: [Muhammad Yunus, founded, Grameen Fund]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grameen Fund
Context triple: [Muhammad Yunus, founded, Grameen Fund]
  • A. Grameen Trust
    Grameen Trust is a nonprofit organization that promotes and supports the replication of the Grameen microcredit model to alleviate poverty worldwide.
  • B. Grameen Bank
    Grameen Bank is a pioneering microfinance institution in Bangladesh that provides small loans to the poor, especially women, to promote entrepreneurship and alleviate poverty.
  • C. Aga Khan Agency for Microfinance
    The Aga Khan Agency for Microfinance is a development-focused financial institution that provides microcredit and related financial services to low-income communities, primarily in developing countries, to promote economic inclusion and poverty reduction.
  • D. 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.
  • E. 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.
  • 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: Grameen Fund
Triple: [Muhammad Yunus, founded, Grameen Fund]
Generated description
Grameen Fund is a social investment and venture capital organization that finances innovative, poverty-focused enterprises, particularly in developing countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grameen Fund
Target entity description: Grameen Fund is a social investment and venture capital organization that finances innovative, poverty-focused enterprises, particularly in developing countries.
  • A. Grameen Trust
    Grameen Trust is a nonprofit organization that promotes and supports the replication of the Grameen microcredit model to alleviate poverty worldwide.
  • B. Grameen Bank
    Grameen Bank is a pioneering microfinance institution in Bangladesh that provides small loans to the poor, especially women, to promote entrepreneurship and alleviate poverty.
  • C. Aga Khan Agency for Microfinance
    The Aga Khan Agency for Microfinance is a development-focused financial institution that provides microcredit and related financial services to low-income communities, primarily in developing countries, to promote economic inclusion and poverty reduction.
  • D. 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.
  • E. 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.
  • 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_69d6aa5d8be481909a43218b2bfdbe95 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d70fcb1cd881909635def59ad5d19c completed April 9, 2026, 2:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69de557c4ea4819090b0c6c2175e05ea completed April 14, 2026, 2:55 p.m.
NEDg Description generation batch_69de5952f6c48190abd3b87372d54f58 completed April 14, 2026, 3:12 p.m.
NED2 Entity disambiguation (via description) batch_69de5ed49c9c8190a4085407f88d7a05 completed April 14, 2026, 3:35 p.m.
Created at: April 8, 2026, 9:14 p.m.