Triple
T14090377
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | north-east Wales |
E339111
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | Wrexham University |
E478250
|
NE FINISHED |
How this triple was built (2 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: Wrexham University | Statement: [north-east Wales, hasHigherEducationInstitution, Wrexham University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wrexham University Context triple: [north-east Wales, hasHigherEducationInstitution, Wrexham University]
-
A.
Glyndŵr University
chosen
Glyndŵr University is a higher education institution in Wales known for its vocationally oriented courses and strong links with local industry and communities.
-
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.
University College of North Wales
The University College of North Wales was the original name of Bangor University, a historic higher education institution in Bangor, Wales.
-
E.
University of Wales Trinity Saint David
The University of Wales Trinity Saint David is a multi-campus public university in Wales formed through mergers of historic institutions, offering a wide range of academic and vocational programs.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d81c687b0c819087fd9ed4198403f8 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de5ee3213c8190af2853a2a5b302a2 |
completed | April 14, 2026, 3:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcd0a7aab88190949cf1fd8e11b050 |
completed | May 7, 2026, 5:49 p.m. |
Created at: April 9, 2026, 10:21 p.m.