Triple
T14110581
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sankore University |
E339622
|
entity |
| Predicate | associatedWithScholar |
P2830
|
FINISHED |
| Object |
Muhammad Bagayogo
Muhammad Bagayogo was a prominent West African Islamic scholar and jurist of Timbuktu’s golden age, renowned for his teaching and scholarship at the historic Sankore University.
|
E1079549
|
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: Muhammad Bagayogo | Statement: [Sankore University, associatedWithScholar, Muhammad Bagayogo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muhammad Bagayogo Context triple: [Sankore University, associatedWithScholar, Muhammad Bagayogo]
-
A.
Nasiru Yusuf Gawuna
Nasiru Yusuf Gawuna is a Nigerian politician who served as deputy governor of Kano State under Abdullahi Umar Ganduje.
-
B.
Attahiru Jega
Attahiru Jega is a Nigerian academic and former chairman of the Independent National Electoral Commission (INEC), known for overseeing key electoral reforms and the 2011 and 2015 general elections.
-
C.
Ayub Ogada
Ayub Ogada was a Kenyan musician and singer renowned for his evocative performances on the nyatiti, blending traditional Luo music with contemporary world music influences.
-
D.
Sodiq Abubakar Yusuf
Sodiq Abubakar Yusuf, better known by his stage name CDQ, is a Nigerian indigenous hip-hop rapper and songwriter recognized for his Yoruba-language rap style and energetic street anthems.
-
E.
Muhammad Haji Mahmoud
Muhammad Haji Mahmoud is a prominent Kurdish political leader known for his long-standing role in Kurdish nationalist movements and party leadership in Iraqi Kurdistan.
- 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: Muhammad Bagayogo Triple: [Sankore University, associatedWithScholar, Muhammad Bagayogo]
Generated description
Muhammad Bagayogo was a prominent West African Islamic scholar and jurist of Timbuktu’s golden age, renowned for his teaching and scholarship at the historic Sankore University.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muhammad Bagayogo Target entity description: Muhammad Bagayogo was a prominent West African Islamic scholar and jurist of Timbuktu’s golden age, renowned for his teaching and scholarship at the historic Sankore University.
-
A.
Nasiru Yusuf Gawuna
Nasiru Yusuf Gawuna is a Nigerian politician who served as deputy governor of Kano State under Abdullahi Umar Ganduje.
-
B.
Attahiru Jega
Attahiru Jega is a Nigerian academic and former chairman of the Independent National Electoral Commission (INEC), known for overseeing key electoral reforms and the 2011 and 2015 general elections.
-
C.
Ayub Ogada
Ayub Ogada was a Kenyan musician and singer renowned for his evocative performances on the nyatiti, blending traditional Luo music with contemporary world music influences.
-
D.
Sodiq Abubakar Yusuf
Sodiq Abubakar Yusuf, better known by his stage name CDQ, is a Nigerian indigenous hip-hop rapper and songwriter recognized for his Yoruba-language rap style and energetic street anthems.
-
E.
Muhammad Haji Mahmoud
Muhammad Haji Mahmoud is a prominent Kurdish political leader known for his long-standing role in Kurdish nationalist movements and party leadership in Iraqi Kurdistan.
- 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_69d81c69b5c8819094aa1abf18302908 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de600e6a688190a1243a30ae9b7157 |
completed | April 14, 2026, 3:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcd0b699108190993f1102418ecff1 |
completed | May 7, 2026, 5:49 p.m. |
| NEDg | Description generation | batch_69fcd2d99c4c8190baf15d470ead7b1c |
completed | May 7, 2026, 5:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcd3853e848190a210d1c8c08bd6cc |
completed | May 7, 2026, 6:01 p.m. |
Created at: April 9, 2026, 10:22 p.m.