Triple
T3110709
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Malpass |
E64941
|
entity |
| Predicate | boardMemberOf |
P10
|
FINISHED |
| Object | World Bank Group |
E25092
|
NE FINISHED |
How this triple was built (2 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: World Bank Group | Statement: [David Malpass, boardMemberOf, World Bank Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: World Bank Group Context triple: [David Malpass, boardMemberOf, World Bank Group]
-
A.
World Bank Group
chosen
The World Bank Group is an international financial institution that provides loans, grants, and expertise to developing countries to reduce poverty and support economic development.
-
B.
World Bank
The World Bank is an international financial institution that provides loans, grants, and expertise to developing countries to support economic development and reduce poverty.
-
C.
International Bank for Reconstruction and Development
The International Bank for Reconstruction and Development is the main lending arm of the World Bank that provides loans and financial services to middle-income and creditworthy low-income countries to support development and reduce poverty.
-
D.
International Development Association
The International Development Association is a World Bank fund that provides low-interest loans and grants to the world’s poorest countries to support economic development and reduce poverty.
-
E.
Inter-American Development Bank
The Inter-American Development Bank is a leading multilateral development finance institution that supports economic and social development projects in Latin America and the Caribbean.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad857eeaf48190b34ebfdaa7a264cf |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada43954f0819096a96331bf3c53a8 |
completed | March 8, 2026, 4:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b235a8949881908496a1413ffa2658 |
completed | March 12, 2026, 3:40 a.m. |
Created at: March 8, 2026, 3:04 p.m.