Triple
T3968836
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City and County of Swansea |
E92278
|
entity |
| Predicate | hasMajorUniversity |
P315
|
FINISHED |
| Object | Swansea University |
E48593
|
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: Swansea University | Statement: [City and County of Swansea, hasMajorUniversity, Swansea University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swansea University Context triple: [City and County of Swansea, hasMajorUniversity, Swansea University]
-
A.
Swansea University
chosen
Swansea University is a public research university located in the coastal city of Swansea in South Wales, known for its strong engineering, science, and medical programs.
-
B.
Cardiff University
Cardiff University is a major public research university in Wales known for its strong academic reputation and membership in the UK's leading research-intensive universities.
-
C.
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.
-
D.
University College of Wales, Aberystwyth
The University College of Wales, Aberystwyth is a historic Welsh university institution, now known as Aberystwyth University, recognized as one of the oldest universities in Wales and a significant center for higher education and research.
-
E.
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.
- 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_69aed96624188190ac8c45bb57ab72b5 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aef992d6bc8190be1b244eb87f2964 |
completed | March 9, 2026, 4:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c443e208190a8bf83ec642a142e |
completed | March 14, 2026, 11:53 a.m. |
Created at: March 9, 2026, 3:32 p.m.