Triple
T3432209
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Niamey |
E72364
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Abdou Moumouni University
Abdou Moumouni University is the main public university of Niger, serving as a leading center for higher education and research in the country.
|
E357036
|
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 University | Statement: [Niamey, hasUniversity, Abdou Moumouni University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Abdou Moumouni University Context triple: [Niamey, hasUniversity, Abdou Moumouni University]
-
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.
Badji Mokhtar University
Badji Mokhtar University is a major public higher education and research institution located in Annaba, Algeria.
-
C.
Hassan II University of Casablanca
Hassan II University of Casablanca is a major public higher education and research institution in Morocco, offering a wide range of academic programs across multiple disciplines.
-
D.
University of Oran 1 Ahmed Ben Bella
The University of Oran 1 Ahmed Ben Bella is a major public higher education and research institution located in the coastal city of Oran, Algeria.
-
E.
University of Algiers
The University of Algiers is a major public research university in Algeria’s capital, known as one of the oldest and most prominent higher education institutions in North Africa.
- 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 University Triple: [Niamey, hasUniversity, Abdou Moumouni University]
Generated description
Abdou Moumouni University is the main public university of Niger, serving as a leading center for higher education and research in the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Abdou Moumouni University Target entity description: Abdou Moumouni University is the main public university of Niger, serving as a leading center for higher education and research 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.
Badji Mokhtar University
Badji Mokhtar University is a major public higher education and research institution located in Annaba, Algeria.
-
C.
Hassan II University of Casablanca
Hassan II University of Casablanca is a major public higher education and research institution in Morocco, offering a wide range of academic programs across multiple disciplines.
-
D.
University of Oran 1 Ahmed Ben Bella
The University of Oran 1 Ahmed Ben Bella is a major public higher education and research institution located in the coastal city of Oran, Algeria.
-
E.
University of Algiers
The University of Algiers is a major public research university in Algeria’s capital, known as one of the oldest and most prominent higher education institutions in North Africa.
- 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_69ad85ae14308190bcbc25cfa0246c0b |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb9c077d48190bee40795cab3e422 |
completed | March 8, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3547b1b3481909646bf36e8461ff4 |
completed | March 13, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69b35547a9a881909d754625806cff2a |
completed | March 13, 2026, 12:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b355efa89c8190bf9b2eb3c41257b3 |
completed | March 13, 2026, 12:10 a.m. |
Created at: March 8, 2026, 3:15 p.m.