Triple
T9918812
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ghana Institute of Management and Public Administration |
E185937
|
entity |
| Predicate | campus |
P269
|
FINISHED |
| Object |
Takoradi Campus
Takoradi Campus is a regional campus of the Ghana Institute of Management and Public Administration located in the coastal city of Takoradi, Ghana.
|
E829508
|
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: Takoradi Campus | Statement: [Ghana Institute of Management and Public Administration, campus, Takoradi Campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Takoradi Campus Context triple: [Ghana Institute of Management and Public Administration, campus, Takoradi Campus]
-
A.
Takoradi Technical University
Takoradi Technical University is a public technical higher education institution in Ghana known for offering career-focused engineering, applied science, and vocational programs.
-
B.
University of Cape Coast
The University of Cape Coast is a prominent public university in Ghana known for its teacher education, research, and coastal campus overlooking the Atlantic Ocean.
-
C.
Cape Coast Technical University
Cape Coast Technical University is a public tertiary institution in Cape Coast, Ghana, specializing in technical and vocational education and training.
-
D.
Kumasi College of Science and Technology
Kumasi College of Science and Technology was a higher education institution in Ghana that later became part of Kwame Nkrumah University of Science and Technology (KNUST), one of the country’s leading science and technology universities.
-
E.
College of Art, Kumasi
The College of Art in Kumasi is a prominent Ghanaian art school, part of Kwame Nkrumah University of Science and Technology, known for training influential contemporary African artists such as El Anatsui.
- 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: Takoradi Campus Triple: [Ghana Institute of Management and Public Administration, campus, Takoradi Campus]
Generated description
Takoradi Campus is a regional campus of the Ghana Institute of Management and Public Administration located in the coastal city of Takoradi, Ghana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Takoradi Campus Target entity description: Takoradi Campus is a regional campus of the Ghana Institute of Management and Public Administration located in the coastal city of Takoradi, Ghana.
-
A.
Takoradi Technical University
Takoradi Technical University is a public technical higher education institution in Ghana known for offering career-focused engineering, applied science, and vocational programs.
-
B.
University of Cape Coast
The University of Cape Coast is a prominent public university in Ghana known for its teacher education, research, and coastal campus overlooking the Atlantic Ocean.
-
C.
Cape Coast Technical University
Cape Coast Technical University is a public tertiary institution in Cape Coast, Ghana, specializing in technical and vocational education and training.
-
D.
Kumasi College of Science and Technology
Kumasi College of Science and Technology was a higher education institution in Ghana that later became part of Kwame Nkrumah University of Science and Technology (KNUST), one of the country’s leading science and technology universities.
-
E.
College of Art, Kumasi
The College of Art in Kumasi is a prominent Ghanaian art school, part of Kwame Nkrumah University of Science and Technology, known for training influential contemporary African artists such as El Anatsui.
- 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_69ca829b45f481909040f7b99a1976ed |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cdb5685a908190ab3e55b9bf9613f6 |
completed | April 2, 2026, 12:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d20dec42848190ab9f8663155df83f |
completed | April 5, 2026, 7:23 a.m. |
| NEDg | Description generation | batch_69d20ef343a4819093b915a66c63fbaa |
completed | April 5, 2026, 7:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d212d0ed108190bbde23439734618a |
completed | April 5, 2026, 7:44 a.m. |
Created at: March 30, 2026, 8:42 p.m.