Triple
T2297211
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bala |
E51644
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
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.
|
E253181
|
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: Ysgol y Berwyn | Statement: [Bala, hasEducationalInstitution, Ysgol y Berwyn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ysgol y Berwyn Context triple: [Bala, hasEducationalInstitution, Ysgol y Berwyn]
-
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.
National School, Llanystumdwy
National School, Llanystumdwy was a village school in Llanystumdwy, Wales, best known as the early educational institution of future British Prime Minister David Lloyd George.
-
D.
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.
-
E.
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.
- 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: Ysgol y Berwyn Triple: [Bala, hasEducationalInstitution, Ysgol y Berwyn]
Generated description
Ysgol y Berwyn is a secondary school in the town of Bala in Gwynedd, Wales, serving the local community with Welsh-medium education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ysgol y Berwyn Target entity description: Ysgol y Berwyn is a secondary school in the town of Bala in Gwynedd, Wales, serving the local community with Welsh-medium education.
-
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.
National School, Llanystumdwy
National School, Llanystumdwy was a village school in Llanystumdwy, Wales, best known as the early educational institution of future British Prime Minister David Lloyd George.
-
D.
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.
-
E.
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.
- 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_69a88b0a9f248190bcff941463d8f65a |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc5ddf00081909acb47cbd9a5f20e |
completed | March 7, 2026, 6:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f2ba4048190898e3524feb0d96d |
completed | March 9, 2026, 8:04 a.m. |
| NEDg | Description generation | batch_69ae802a066881909aa4e7b00e29306f |
completed | March 9, 2026, 8:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae80c37ff48190a24b7806320ebc00 |
completed | March 9, 2026, 8:11 a.m. |
Created at: March 4, 2026, 7:49 p.m.