Triple
T857615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cwmbran |
E18526
|
entity |
| Predicate | hasCollege |
P113
|
FINISHED |
| Object |
Coleg Gwent Cwmbran campus
Coleg Gwent Cwmbran campus is a further education college site in Cwmbran, Wales, offering a range of vocational and academic courses for post-16 learners and adult students.
|
E104496
|
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: Coleg Gwent Cwmbran campus | Statement: [Cwmbran, hasCollege, Coleg Gwent Cwmbran campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Coleg Gwent Cwmbran campus Context triple: [Cwmbran, hasCollege, Coleg Gwent Cwmbran campus]
-
A.
Merthyr Tydfil College
Merthyr Tydfil College is a further education institution in Merthyr Tydfil, Wales, offering a range of academic and vocational courses for post-16 learners.
-
B.
University of South Wales
The University of South Wales is a large public university in Wales known for its vocationally focused courses, strong links with industry, and multiple campuses including in Cardiff, Newport, and Pontypridd.
-
C.
Cardiff Metropolitan University
Cardiff Metropolitan University is a modern public university in Cardiff, Wales, known for its focus on applied research, professional education, and strong links with industry and the creative sectors.
-
D.
Cwmbran High School
Cwmbran High School is a coeducational secondary school serving students from the town of Cwmbran in Torfaen, South Wales.
-
E.
Swansea University
Swansea University is a public research university located in the coastal city of Swansea in South Wales, known for its strong engineering, science, and medical 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: Coleg Gwent Cwmbran campus Triple: [Cwmbran, hasCollege, Coleg Gwent Cwmbran campus]
Generated description
Coleg Gwent Cwmbran campus is a further education college site in Cwmbran, Wales, offering a range of vocational and academic courses for post-16 learners and adult students.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Coleg Gwent Cwmbran campus Target entity description: Coleg Gwent Cwmbran campus is a further education college site in Cwmbran, Wales, offering a range of vocational and academic courses for post-16 learners and adult students.
-
A.
Merthyr Tydfil College
Merthyr Tydfil College is a further education institution in Merthyr Tydfil, Wales, offering a range of academic and vocational courses for post-16 learners.
-
B.
University of South Wales
The University of South Wales is a large public university in Wales known for its vocationally focused courses, strong links with industry, and multiple campuses including in Cardiff, Newport, and Pontypridd.
-
C.
Cardiff Metropolitan University
Cardiff Metropolitan University is a modern public university in Cardiff, Wales, known for its focus on applied research, professional education, and strong links with industry and the creative sectors.
-
D.
Cwmbran High School
Cwmbran High School is a coeducational secondary school serving students from the town of Cwmbran in Torfaen, South Wales.
-
E.
Swansea University
Swansea University is a public research university located in the coastal city of Swansea in South Wales, known for its strong engineering, science, and medical 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_69a4938bdd3c8190a954a3c11844d9cf |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ac4d47508190b48d944aa2d881bf |
completed | March 1, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7b8494840819091324bf603ff8d7c |
completed | March 4, 2026, 4:42 a.m. |
| NEDg | Description generation | batch_69a7bc1acf708190aa86cd5eca101966 |
completed | March 4, 2026, 4:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7bc96dd2881909310147292b99023 |
completed | March 4, 2026, 5:01 a.m. |
Created at: March 1, 2026, 7:39 p.m.