Triple
T4183863
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pencoed |
E88262
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Pencoed Comprehensive School
Pencoed Comprehensive School is a secondary school in Pencoed, Wales, providing comprehensive education to local students.
|
E418819
|
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: Pencoed Comprehensive School | Statement: [Pencoed, hasEducationalInstitution, Pencoed Comprehensive School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pencoed Comprehensive School Context triple: [Pencoed, hasEducationalInstitution, Pencoed Comprehensive School]
-
A.
Cwmbran High School
Cwmbran High School is a coeducational secondary school serving students from the town of Cwmbran in Torfaen, South Wales.
-
B.
Carmarthen Academy
Carmarthen Academy was a prominent English Dissenting academy in Wales that provided higher education and ministerial training outside the established Anglican system.
-
C.
Ysgol y Berwyn
Ysgol y Berwyn is a secondary school in the town of Bala in Gwynedd, Wales, serving the local community with Welsh-medium education.
-
D.
Maesteg School
Maesteg School is a secondary education institution serving the town of Maesteg and the surrounding area in South Wales.
-
E.
Cyncoed Campus
Cyncoed Campus is a major Cardiff Metropolitan University site in Cardiff, Wales, known for its education, sport, and leisure facilities.
- 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: Pencoed Comprehensive School Triple: [Pencoed, hasEducationalInstitution, Pencoed Comprehensive School]
Generated description
Pencoed Comprehensive School is a secondary school in Pencoed, Wales, providing comprehensive education to local students.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pencoed Comprehensive School Target entity description: Pencoed Comprehensive School is a secondary school in Pencoed, Wales, providing comprehensive education to local students.
-
A.
Cwmbran High School
Cwmbran High School is a coeducational secondary school serving students from the town of Cwmbran in Torfaen, South Wales.
-
B.
Carmarthen Academy
Carmarthen Academy was a prominent English Dissenting academy in Wales that provided higher education and ministerial training outside the established Anglican system.
-
C.
Ysgol y Berwyn
Ysgol y Berwyn is a secondary school in the town of Bala in Gwynedd, Wales, serving the local community with Welsh-medium education.
-
D.
Maesteg School
Maesteg School is a secondary education institution serving the town of Maesteg and the surrounding area in South Wales.
-
E.
Cyncoed Campus
Cyncoed Campus is a major Cardiff Metropolitan University site in Cardiff, Wales, known for its education, sport, and leisure facilities.
- 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_69aed9477e8c81908bcb862d2db55b1d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af0307a0b481909c7287402a8c78c4 |
completed | March 9, 2026, 5:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b589fe4b508190a1c5a1d426245ede |
completed | March 14, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_69b58a64e67081909d9c03c8f92b4f7e |
completed | March 14, 2026, 4:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b58aeb4f848190aa8d8511c3b63eaa |
completed | March 14, 2026, 4:20 p.m. |
Created at: March 9, 2026, 3:45 p.m.