Triple
T618918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brazzaville |
E14466
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Marien Ngouabi University
Marien Ngouabi University is the main public university and leading higher education institution in the Republic of the Congo.
|
E77566
|
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: Marien Ngouabi University | Statement: [Brazzaville, hasUniversity, Marien Ngouabi University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marien Ngouabi University Context triple: [Brazzaville, hasUniversity, Marien Ngouabi University]
-
A.
Africa University
Africa University is a private, pan-African United Methodist-related institution of higher learning located near Mutare in eastern Zimbabwe.
-
B.
University of Khartoum
The University of Khartoum is Sudan’s oldest and most prestigious public university, renowned for its leading role in higher education and research in the country and the region.
-
C.
Gomal University
Gomal University is a public higher education institution located in Dera Ismail Khan, Pakistan, known for offering a wide range of undergraduate and postgraduate programs across various disciplines.
-
D.
University of Swaziland
The University of Swaziland is the main public higher education institution in Eswatini, offering a range of undergraduate and postgraduate programs across multiple campuses.
-
E.
United States International University Africa
United States International University Africa is a private, independent university in Nairobi, Kenya, known for its diverse international student body and American-style higher education programs.
- 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: Marien Ngouabi University Triple: [Brazzaville, hasUniversity, Marien Ngouabi University]
Generated description
Marien Ngouabi University is the main public university and leading higher education institution in the Republic of the Congo.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marien Ngouabi University Target entity description: Marien Ngouabi University is the main public university and leading higher education institution in the Republic of the Congo.
-
A.
Africa University
Africa University is a private, pan-African United Methodist-related institution of higher learning located near Mutare in eastern Zimbabwe.
-
B.
University of Khartoum
The University of Khartoum is Sudan’s oldest and most prestigious public university, renowned for its leading role in higher education and research in the country and the region.
-
C.
Gomal University
Gomal University is a public higher education institution located in Dera Ismail Khan, Pakistan, known for offering a wide range of undergraduate and postgraduate programs across various disciplines.
-
D.
University of Swaziland
The University of Swaziland is the main public higher education institution in Eswatini, offering a range of undergraduate and postgraduate programs across multiple campuses.
-
E.
United States International University Africa
United States International University Africa is a private, independent university in Nairobi, Kenya, known for its diverse international student body and American-style higher education programs.
- 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_69a4934b17c881909ace8270e8ddd202 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49e25956c8190a1eed87002548658 |
completed | March 1, 2026, 8:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a55a79a0488190a9d22229ea97e5ec |
completed | March 2, 2026, 9:38 a.m. |
| NEDg | Description generation | batch_69a55af406b08190b49bef445f5e652f |
completed | March 2, 2026, 9:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a55ccf8e48819092f89e8712f9d0c6 |
completed | March 2, 2026, 9:47 a.m. |
Created at: March 1, 2026, 7:35 p.m.