Triple
T116392
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Wales |
E2346
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Swansea University
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.
|
E48593
|
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: Swansea University | Statement: [South Wales, hasUniversity, Swansea University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swansea University Context triple: [South Wales, hasUniversity, Swansea University]
-
A.
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.
-
B.
University of Bristol
The University of Bristol is a leading public research university in Bristol, England, renowned for its strong academic reputation and membership in the UK's most prestigious research-intensive university networks.
-
C.
University of Southampton
The University of Southampton is a leading UK research-intensive university renowned for its strengths in engineering, oceanography, computer science, and interdisciplinary innovation.
-
D.
University of Exeter
The University of Exeter is a leading public research university in South West England known for its strong academic reputation, vibrant campus life, and membership in the UK's elite Russell Group of research-intensive institutions.
-
E.
University of Warwick
The University of Warwick is a leading public research university in Coventry, England, renowned for its strong academic reputation, innovative research, and highly ranked programs across disciplines such as economics, business, and the sciences.
- 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: Swansea University Triple: [South Wales, hasUniversity, Swansea University]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swansea University Target entity description: 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.
-
A.
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.
-
B.
University of Bristol
The University of Bristol is a leading public research university in Bristol, England, renowned for its strong academic reputation and membership in the UK's most prestigious research-intensive university networks.
-
C.
University of Southampton
The University of Southampton is a leading UK research-intensive university renowned for its strengths in engineering, oceanography, computer science, and interdisciplinary innovation.
-
D.
University of Exeter
The University of Exeter is a leading public research university in South West England known for its strong academic reputation, vibrant campus life, and membership in the UK's elite Russell Group of research-intensive institutions.
-
E.
University of Warwick
The University of Warwick is a leading public research university in Coventry, England, renowned for its strong academic reputation, innovative research, and highly ranked programs across disciplines such as economics, business, and the sciences.
- 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_69a2506c5428819085c28a8884790e29 |
completed | Feb. 28, 2026, 2:18 a.m. |
| NER | Named-entity recognition | batch_69a25711f6788190a22252ea3a3af394 |
completed | Feb. 28, 2026, 2:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3fe8c0d4881909164199221272daa |
completed | March 1, 2026, 8:53 a.m. |
| NEDg | Description generation | batch_69a3ff1563688190bd5a41ea3c4726a5 |
completed | March 1, 2026, 8:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3ffb7c1f8819084d07b54e1688290 |
completed | March 1, 2026, 8:58 a.m. |
Created at: Feb. 28, 2026, 2:24 a.m.