Triple
T2918786
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South East Wales |
E78668
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | University of South Wales |
E49068
|
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: University of South Wales | Statement: [South East Wales, hasHigherEducationInstitution, University of South Wales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of South Wales Context triple: [South East Wales, hasHigherEducationInstitution, University of South Wales]
-
A.
University of South Wales
chosen
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.
-
B.
University of Wales
The University of Wales is a former federal university system in Wales that historically united several Welsh higher education institutions and awarded degrees across the country.
-
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 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.
-
E.
University of Wales Trinity Saint David Lampeter campus
The University of Wales Trinity Saint David Lampeter campus is a historic higher education site in west Wales, renowned as one of the oldest degree-awarding institutions in the UK and noted for its humanities and theology 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_69ad8b0c2ad081909ff87050ae542bb9 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad96a53f8c8190b188d549f1161e84 |
completed | March 8, 2026, 3:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc632afc819098021312c748346b |
completed | March 11, 2026, 5:23 a.m. |
Created at: March 8, 2026, 2:54 p.m.