Triple
T997868
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blaenau Gwent |
E21534
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Coleg Gwent Ebbw Vale campus
Coleg Gwent Ebbw Vale campus is a further education college site in Ebbw Vale, Wales, offering a range of vocational and academic courses to local learners.
|
E118266
|
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 Ebbw Vale campus | Statement: [Blaenau Gwent, hasHigherEducationInstitution, Coleg Gwent Ebbw Vale campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Coleg Gwent Ebbw Vale campus Context triple: [Blaenau Gwent, hasHigherEducationInstitution, Coleg Gwent Ebbw Vale campus]
-
A.
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.
-
B.
Neath College
Neath College is a further education institution in Neath Port Talbot, Wales, offering a range of academic and vocational courses to post-16 learners.
-
C.
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.
-
D.
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.
-
E.
University of Wales Trinity Saint David Swansea campus
The University of Wales Trinity Saint David Swansea campus is a higher education campus of the University of Wales Trinity Saint David located in the coastal city of Swansea, Wales.
- 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 Ebbw Vale campus Triple: [Blaenau Gwent, hasHigherEducationInstitution, Coleg Gwent Ebbw Vale campus]
Generated description
Coleg Gwent Ebbw Vale campus is a further education college site in Ebbw Vale, Wales, offering a range of vocational and academic courses to local learners.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Coleg Gwent Ebbw Vale campus Target entity description: Coleg Gwent Ebbw Vale campus is a further education college site in Ebbw Vale, Wales, offering a range of vocational and academic courses to local learners.
-
A.
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.
-
B.
Neath College
Neath College is a further education institution in Neath Port Talbot, Wales, offering a range of academic and vocational courses to post-16 learners.
-
C.
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.
-
D.
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.
-
E.
University of Wales Trinity Saint David Swansea campus
The University of Wales Trinity Saint David Swansea campus is a higher education campus of the University of Wales Trinity Saint David located in the coastal city of Swansea, Wales.
- 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_69a493c476b48190b41fc5e793171cc6 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b4e0f0d081908b888c246d001786 |
completed | March 1, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac2a18db488190bf7d604fe6a33b9e |
completed | March 7, 2026, 1:37 p.m. |
| NEDg | Description generation | batch_69ac2ab3df188190a70c46b276b562fe |
completed | March 7, 2026, 1:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac2b28e9dc8190bdf5642def2399c5 |
completed | March 7, 2026, 1:42 p.m. |
Created at: March 1, 2026, 7:41 p.m.