Triple

T10375103
Position Surface form Disambiguated ID Type / Status
Subject Grameen Bank Housing Programme E244485 entity
Predicate associatedWith P37 FINISHED
Object 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.
E860825 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 microfinance model | Statement: [Grameen Bank Housing Programme, associatedWith, Grameen microfinance model]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grameen microfinance model
Context triple: [Grameen Bank Housing Programme, associatedWith, Grameen microfinance model]
  • A. 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.
  • B. Financial Inclusion Strategy Peer Learning Group
    The Financial Inclusion Strategy Peer Learning Group is a specialized working group that brings together policymakers and regulators to share experiences and best practices for designing and implementing national financial inclusion strategies.
  • C. InnovFin SME Guarantee Facility
    InnovFin SME Guarantee Facility is a European Union financial instrument that provides guarantees and counter-guarantees to improve access to debt finance for innovative small and medium-sized enterprises and small mid-caps.
  • D. Yunus Centre for Social Business and Health
    The Yunus Centre for Social Business and Health is a research centre focused on exploring how social business and microfinance can improve health and well-being, inspired by the work of Nobel laureate Muhammad Yunus.
  • E. Abdul Latif Jameel Poverty Action Lab
    Abdul Latif Jameel Poverty Action Lab (J-PAL) is a global research center that conducts randomized evaluations to inform and promote evidence-based policies aimed at reducing poverty.
  • 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 microfinance model
Triple: [Grameen Bank Housing Programme, associatedWith, Grameen microfinance model]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grameen microfinance model
Target entity description: 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.
  • A. 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.
  • B. Financial Inclusion Strategy Peer Learning Group
    The Financial Inclusion Strategy Peer Learning Group is a specialized working group that brings together policymakers and regulators to share experiences and best practices for designing and implementing national financial inclusion strategies.
  • C. InnovFin SME Guarantee Facility
    InnovFin SME Guarantee Facility is a European Union financial instrument that provides guarantees and counter-guarantees to improve access to debt finance for innovative small and medium-sized enterprises and small mid-caps.
  • D. Yunus Centre for Social Business and Health
    The Yunus Centre for Social Business and Health is a research centre focused on exploring how social business and microfinance can improve health and well-being, inspired by the work of Nobel laureate Muhammad Yunus.
  • E. Abdul Latif Jameel Poverty Action Lab
    Abdul Latif Jameel Poverty Action Lab (J-PAL) is a global research center that conducts randomized evaluations to inform and promote evidence-based policies aimed at reducing poverty.
  • 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e98106d081909d28e30d2fff6902 completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d795754570819093747f80e32fffce completed April 9, 2026, 12:03 p.m.
NEDg Description generation batch_69d7bdde34408190a047ede29b91e182 completed April 9, 2026, 2:55 p.m.
NED2 Entity disambiguation (via description) batch_69d7e5fc6a008190b2a2326840074b53 completed April 9, 2026, 5:46 p.m.
Created at: April 6, 2026, 12:02 p.m.