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.