Triple
T951727
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neath Port Talbot |
E20536
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
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.
|
E112343
|
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: Neath College | Statement: [Neath Port Talbot, contains, Neath College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neath College Context triple: [Neath Port Talbot, contains, Neath College]
-
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.
Cwmbran High School
Cwmbran High School is a coeducational secondary school serving students from the town of Cwmbran in Torfaen, South Wales.
-
C.
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.
-
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.
Cartmel College
Cartmel College is one of the constituent colleges of Lancaster University, known for its modern accommodation and strong sense of student community.
- 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: Neath College Triple: [Neath Port Talbot, contains, Neath College]
Generated description
Neath College is a further education institution in Neath Port Talbot, Wales, offering a range of academic and vocational courses to post-16 learners.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neath College Target entity description: Neath College is a further education institution in Neath Port Talbot, Wales, offering a range of academic and vocational courses to post-16 learners.
-
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.
Cwmbran High School
Cwmbran High School is a coeducational secondary school serving students from the town of Cwmbran in Torfaen, South Wales.
-
C.
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.
-
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.
Cartmel College
Cartmel College is one of the constituent colleges of Lancaster University, known for its modern accommodation and strong sense of student community.
- 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_69a493b0f2fc81908cd227480a5356a1 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b3d757d08190a475cf47febd05ae |
completed | March 1, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a933ab88b481908298cb855f46540e |
completed | March 5, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69a963a5b8648190b21d9edaf3d053d2 |
completed | March 5, 2026, 11:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a9641f3a5c81908894097ab2177c43 |
completed | March 5, 2026, 11:08 a.m. |
Created at: March 1, 2026, 7:40 p.m.