Triple
T12380161
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Ministry of Education (Nigeria) |
E295723
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
World Bank (education projects in Nigeria)
The World Bank (education projects in Nigeria) is a major international financial institution that funds and supports large-scale initiatives to improve access, quality, and outcomes in Nigeria’s education sector.
|
E978708
|
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: World Bank (education projects in Nigeria) | Statement: [Federal Ministry of Education (Nigeria), collaboratesWith, World Bank (education projects in Nigeria)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: World Bank (education projects in Nigeria) Context triple: [Federal Ministry of Education (Nigeria), collaboratesWith, World Bank (education projects in Nigeria)]
-
A.
Nigeria Trust Fund
The Nigeria Trust Fund is a concessional financing facility established by Nigeria and managed by the African Development Bank to support development projects in low-income African countries.
-
B.
Federal Ministry of Education, Nigeria
The Federal Ministry of Education, Nigeria is the national government body responsible for formulating and implementing education policies, standards, and programs across all levels of the Nigerian education system.
-
C.
Centre for Collaboration with World Bank
The Centre for Collaboration with World Bank is a specialized unit within the Norwegian Institute of Public Health that partners with the World Bank to support evidence-based public health and health systems policy in low- and middle-income countries.
-
D.
Nigerian Institute of Social and Economic Research
The Nigerian Institute of Social and Economic Research is a leading Nigerian government-funded think tank that conducts policy-oriented social and economic research to inform national development planning.
-
E.
National Bureau of Statistics (Nigeria)
The National Bureau of Statistics (Nigeria) is the country’s official statistical agency responsible for collecting, analyzing, and disseminating data on Nigeria’s economy, population, and social conditions.
- 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: World Bank (education projects in Nigeria) Triple: [Federal Ministry of Education (Nigeria), collaboratesWith, World Bank (education projects in Nigeria)]
Generated description
The World Bank (education projects in Nigeria) is a major international financial institution that funds and supports large-scale initiatives to improve access, quality, and outcomes in Nigeria’s education sector.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: World Bank (education projects in Nigeria) Target entity description: The World Bank (education projects in Nigeria) is a major international financial institution that funds and supports large-scale initiatives to improve access, quality, and outcomes in Nigeria’s education sector.
-
A.
Nigeria Trust Fund
The Nigeria Trust Fund is a concessional financing facility established by Nigeria and managed by the African Development Bank to support development projects in low-income African countries.
-
B.
Federal Ministry of Education, Nigeria
The Federal Ministry of Education, Nigeria is the national government body responsible for formulating and implementing education policies, standards, and programs across all levels of the Nigerian education system.
-
C.
Centre for Collaboration with World Bank
The Centre for Collaboration with World Bank is a specialized unit within the Norwegian Institute of Public Health that partners with the World Bank to support evidence-based public health and health systems policy in low- and middle-income countries.
-
D.
Nigerian Institute of Social and Economic Research
The Nigerian Institute of Social and Economic Research is a leading Nigerian government-funded think tank that conducts policy-oriented social and economic research to inform national development planning.
-
E.
National Bureau of Statistics (Nigeria)
The National Bureau of Statistics (Nigeria) is the country’s official statistical agency responsible for collecting, analyzing, and disseminating data on Nigeria’s economy, population, and social conditions.
- 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_69d6ad9e653c8190b1473c860ee53dae |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d93fb9eca48190aa6612ffc5ed0df2 |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62ac5b46c81908d419e09f5629c37 |
completed | May 2, 2026, 4:48 p.m. |
| NEDg | Description generation | batch_69f62c57a26081908d6903906f6e04f0 |
completed | May 2, 2026, 4:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62d13237881908b7c2dca173e20cf |
completed | May 2, 2026, 4:57 p.m. |
Created at: April 8, 2026, 9:54 p.m.