Triple

T12640291
Position Surface form Disambiguated ID Type / Status
Subject Zanele Mbeki E301875 entity
Predicate founded P104 FINISHED
Object Women’s Development Bank Microfinance
Women’s Development Bank Microfinance is a South African microfinance institution focused on providing financial services and support to low-income women entrepreneurs to promote economic empowerment and poverty alleviation.
E994503 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: Women’s Development Bank Microfinance | Statement: [Zanele Mbeki, founded, Women’s Development Bank Microfinance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Women’s Development Bank Microfinance
Context triple: [Zanele Mbeki, founded, Women’s Development Bank Microfinance]
  • A. 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.
  • 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. Grameen Fund
    Grameen Fund is a social investment and venture capital organization that finances innovative, poverty-focused enterprises, particularly in developing countries.
  • D. Grameen Trust
    Grameen Trust is a nonprofit organization that promotes and supports the replication of the Grameen microcredit model to alleviate poverty worldwide.
  • 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: Women’s Development Bank Microfinance
Triple: [Zanele Mbeki, founded, Women’s Development Bank Microfinance]
Generated description
Women’s Development Bank Microfinance is a South African microfinance institution focused on providing financial services and support to low-income women entrepreneurs to promote economic empowerment and poverty alleviation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Women’s Development Bank Microfinance
Target entity description: Women’s Development Bank Microfinance is a South African microfinance institution focused on providing financial services and support to low-income women entrepreneurs to promote economic empowerment and poverty alleviation.
  • A. 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.
  • 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. Grameen Fund
    Grameen Fund is a social investment and venture capital organization that finances innovative, poverty-focused enterprises, particularly in developing countries.
  • D. Grameen Trust
    Grameen Trust is a nonprofit organization that promotes and supports the replication of the Grameen microcredit model to alleviate poverty worldwide.
  • 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_69d7bdec9f9c8190b4bac675b7588211 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9614ae6ac8190b42acbf2b0331fda completed April 10, 2026, 8:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f668754acc8190b5585dbd35387867 completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f6697d8ac88190b4ead9ce47f3a705 completed May 2, 2026, 9:15 p.m.
NED2 Entity disambiguation (via description) batch_69f66a2fa350819091f12e16d59c2278 completed May 2, 2026, 9:18 p.m.
Created at: April 9, 2026, 5:16 p.m.