Triple
T6297845
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maroua |
E141174
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
University of Maroua
The University of Maroua is a public higher education institution located in Maroua, Cameroon, offering a range of academic and research programs to serve the region and the country.
|
E581799
|
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 Maroua | Statement: [Maroua, hasUniversity, University of Maroua]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Maroua Context triple: [Maroua, hasUniversity, University of Maroua]
-
A.
University of N'Djamena
The University of N'Djamena is the principal public higher education and research institution in Chad, located in the nation’s capital.
-
B.
University of Douala
The University of Douala is a major public higher education institution in Cameroon, located in the economic capital city of Douala and offering a wide range of academic and professional programs.
-
C.
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.
-
D.
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.
-
E.
University of Dschang
The University of Dschang is a public university in Cameroon known for its programs in agriculture, environmental sciences, and social sciences, serving as a major academic center in the country.
- 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 Maroua Triple: [Maroua, hasUniversity, University of Maroua]
Generated description
The University of Maroua is a public higher education institution located in Maroua, Cameroon, offering a range of academic and research programs to serve the region and the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Maroua Target entity description: The University of Maroua is a public higher education institution located in Maroua, Cameroon, offering a range of academic and research programs to serve the region and the country.
-
A.
University of N'Djamena
The University of N'Djamena is the principal public higher education and research institution in Chad, located in the nation’s capital.
-
B.
University of Douala
The University of Douala is a major public higher education institution in Cameroon, located in the economic capital city of Douala and offering a wide range of academic and professional programs.
-
C.
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.
-
D.
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.
-
E.
University of Dschang
The University of Dschang is a public university in Cameroon known for its programs in agriculture, environmental sciences, and social sciences, serving as a major academic center in the country.
- 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_69c008cdf2ac8190bb640c94478fb4ed |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0643bd0748190af7abbebb6f94242 |
completed | March 22, 2026, 9:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c51993b8ec8190a0813d66851ac201 |
completed | March 26, 2026, 11:33 a.m. |
| NEDg | Description generation | batch_69c51eaa277c81908a4566da138c8047 |
completed | March 26, 2026, 11:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c51f583f788190ac716a02f584f093 |
completed | March 26, 2026, 11:58 a.m. |
Created at: March 22, 2026, 4:27 p.m.