Triple
T3297079
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamako |
E69241
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
University of Bamako
The University of Bamako is a major public higher education institution in Mali’s capital, serving as a central hub for academic research and professional training in the country.
|
E344335
|
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: University of Bamako | Statement: [Bamako, hasUniversity, University of Bamako]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Bamako Context triple: [Bamako, hasUniversity, University of Bamako]
-
A.
Cheikh Anta Diop University
Cheikh Anta Diop University is a major public research university in Senegal and one of West Africa’s leading centers of higher education.
-
B.
Université Félix Houphouët-Boigny
Université Félix Houphouët-Boigny is the largest and most prominent public university in Côte d'Ivoire, located in Abidjan and serving as a major center for higher education and research in West Africa.
-
C.
University of Benin
The University of Benin is a major Nigerian public university located in Benin City, recognized for its wide range of academic programs and research contributions.
-
D.
Université Omar Bongo
Université Omar Bongo is a major public university in Gabon, recognized as the country’s principal institution of higher education and research.
-
E.
University of Kinshasa
The University of Kinshasa is a major public higher education and research institution in the Democratic Republic of the Congo’s capital city.
- 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: University of Bamako Triple: [Bamako, hasUniversity, University of Bamako]
Generated description
The University of Bamako is a major public higher education institution in Mali’s capital, serving as a central hub for academic research and professional training in the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Bamako Target entity description: The University of Bamako is a major public higher education institution in Mali’s capital, serving as a central hub for academic research and professional training in the country.
-
A.
Cheikh Anta Diop University
Cheikh Anta Diop University is a major public research university in Senegal and one of West Africa’s leading centers of higher education.
-
B.
Université Félix Houphouët-Boigny
Université Félix Houphouët-Boigny is the largest and most prominent public university in Côte d'Ivoire, located in Abidjan and serving as a major center for higher education and research in West Africa.
-
C.
University of Benin
The University of Benin is a major Nigerian public university located in Benin City, recognized for its wide range of academic programs and research contributions.
-
D.
Université Omar Bongo
Université Omar Bongo is a major public university in Gabon, recognized as the country’s principal institution of higher education and research.
-
E.
University of Kinshasa
The University of Kinshasa is a major public higher education and research institution in the Democratic Republic of the Congo’s capital city.
- 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_69ad859e529c8190a404273f53cb487d |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb078f3dc8190afb624f62894e48f |
completed | March 8, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2e86e867c8190a1e5042a4d4d92cb |
completed | March 12, 2026, 4:23 p.m. |
| NEDg | Description generation | batch_69b2e8e54b6c8190a8d6c4abb3fa4580 |
completed | March 12, 2026, 4:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2e9a10e2c8190ba67635ae2425470 |
completed | March 12, 2026, 4:28 p.m. |
Created at: March 8, 2026, 3:10 p.m.