Triple
T14399665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Abdou Moumouni University |
E357036
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Abdou Moumouni
Abdou Moumouni was a prominent Nigerien physicist, educator, and intellectual who played a key role in the development of higher education and scientific research in Niger.
|
E1098013
|
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: Abdou Moumouni | Statement: [Abdou Moumouni University, namedAfter, Abdou Moumouni]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Abdou Moumouni Context triple: [Abdou Moumouni University, namedAfter, Abdou Moumouni]
-
A.
Duse Mohamed Ali
Duse Mohamed Ali was an Egyptian-Sudanese Pan-Africanist, journalist, and playwright who became an influential mentor to Marcus Garvey and a key figure in early 20th-century Black nationalist and anti-colonial movements.
-
B.
Abdel Halim Qandil
Abdel Halim Qandil is an Egyptian journalist and prominent opposition activist known for his leading role in the pro-democracy Kefaya movement.
-
C.
Tahia Kazem
Tahia Kazem was the wife of Egyptian president Gamal Abdel Nasser and served as Egypt’s First Lady during his tenure from 1956 to 1970.
-
D.
Leïla Bekhti
Leïla Bekhti is a French actress known for her acclaimed film and television roles, earning recognition as one of the prominent performers of contemporary French cinema.
-
E.
Abdel Halim Hafez
Abdel Halim Hafez was a legendary Egyptian singer, actor, and cultural icon known as one of the most influential figures in 20th-century Arabic music.
- 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: Abdou Moumouni Triple: [Abdou Moumouni University, namedAfter, Abdou Moumouni]
Generated description
Abdou Moumouni was a prominent Nigerien physicist, educator, and intellectual who played a key role in the development of higher education and scientific research in Niger.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Abdou Moumouni Target entity description: Abdou Moumouni was a prominent Nigerien physicist, educator, and intellectual who played a key role in the development of higher education and scientific research in Niger.
-
A.
Duse Mohamed Ali
Duse Mohamed Ali was an Egyptian-Sudanese Pan-Africanist, journalist, and playwright who became an influential mentor to Marcus Garvey and a key figure in early 20th-century Black nationalist and anti-colonial movements.
-
B.
Abdel Halim Qandil
Abdel Halim Qandil is an Egyptian journalist and prominent opposition activist known for his leading role in the pro-democracy Kefaya movement.
-
C.
Tahia Kazem
Tahia Kazem was the wife of Egyptian president Gamal Abdel Nasser and served as Egypt’s First Lady during his tenure from 1956 to 1970.
-
D.
Leïla Bekhti
Leïla Bekhti is a French actress known for her acclaimed film and television roles, earning recognition as one of the prominent performers of contemporary French cinema.
-
E.
Abdel Halim Hafez
Abdel Halim Hafez was a legendary Egyptian singer, actor, and cultural icon known as one of the most influential figures in 20th-century Arabic music.
- 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_69d827927c988190ad98bb0360981783 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de9083f9d081908fe5c99655c410b3 |
completed | April 14, 2026, 7:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd551eb09c8190a102ab452371e5b1 |
completed | May 8, 2026, 3:14 a.m. |
| NEDg | Description generation | batch_69fd5671340081909d87978be2a5522b |
completed | May 8, 2026, 3:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd57a6711881909429bba35ee867c6 |
completed | May 8, 2026, 3:25 a.m. |
Created at: April 10, 2026, 1:17 a.m.