Triple
T19145221
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngaoundéré |
E468660
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
University of Ngaoundéré
The University of Ngaoundéré is a public higher education institution in Ngaoundéré, Cameroon, offering a range of academic and research programs across multiple disciplines.
|
E1360722
|
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 Ngaoundéré | Statement: [Ngaoundéré, hasUniversity, University of Ngaoundéré]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Ngaoundéré Context triple: [Ngaoundéré, hasUniversity, University of Ngaoundéré]
-
A.
University of Yaoundé II
The University of Yaoundé II is a major public university in Cameroon known for its programs in law, economics, and social sciences.
-
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.
University of Buea
The University of Buea is a prominent English-speaking public university in Cameroon known for its diverse academic programs and research in the sciences, arts, and professional fields.
-
D.
University of Yaoundé I
The University of Yaoundé I is a major public university in Cameroon’s capital, known for its broad range of academic programs and central role in the country’s higher education system.
-
E.
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.
- 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 Ngaoundéré Triple: [Ngaoundéré, hasUniversity, University of Ngaoundéré]
Generated description
The University of Ngaoundéré is a public higher education institution in Ngaoundéré, Cameroon, offering a range of academic and research programs across multiple disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Ngaoundéré Target entity description: The University of Ngaoundéré is a public higher education institution in Ngaoundéré, Cameroon, offering a range of academic and research programs across multiple disciplines.
-
A.
University of Yaoundé II
The University of Yaoundé II is a major public university in Cameroon known for its programs in law, economics, and social sciences.
-
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.
University of Buea
The University of Buea is a prominent English-speaking public university in Cameroon known for its diverse academic programs and research in the sciences, arts, and professional fields.
-
D.
University of Yaoundé I
The University of Yaoundé I is a major public university in Cameroon’s capital, known for its broad range of academic programs and central role in the country’s higher education system.
-
E.
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.
- 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_69d8dd084ff48190ac0f8c46ee722629 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e978b0b481909a531efa030c5def |
completed | April 20, 2026, 8:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f24e34c4819090954c2b79ab20bb |
completed | May 15, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_6a06f366e514819080de839bdde22fc2 |
completed | May 15, 2026, 10:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f4039ca881908679e5da604eea50 |
completed | May 15, 2026, 10:22 a.m. |
Created at: April 10, 2026, 12:06 p.m.