Triple

T116393
Position Surface form Disambiguated ID Type / Status
Subject South Wales E2346 entity
Predicate hasUniversity P113 FINISHED
Object 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.
 E49068 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: University of South Wales | Statement: [South Wales, hasUniversity, 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 Wales, hasUniversity, University of South Wales]
  • 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. 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.
  • C. University of the West of Scotland
    The University of the West of Scotland is a modern Scottish public university offering a wide range of vocational and research-focused degree programs across multiple campuses in western Scotland.
  • D. 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.
  • E. 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.
  • 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: University of South Wales
Triple: [South Wales, hasUniversity, University of South Wales]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of South Wales
Target entity description: 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.
  • 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. 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.
  • C. University of the West of Scotland
    The University of the West of Scotland is a modern Scottish public university offering a wide range of vocational and research-focused degree programs across multiple campuses in western Scotland.
  • D. 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.
  • E. 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.
  • 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_69a40348b4f08190bdb3f7085d5db930 completed March 1, 2026, 9:13 a.m.
NEDg Description generation batch_69a403b80b248190999fda46ddecb377 completed March 1, 2026, 9:15 a.m.
NED2 Entity disambiguation (via description) batch_69a403f65c708190b4697019943c2fa0 completed March 1, 2026, 9:16 a.m.
Created at: Feb. 28, 2026, 2:24 a.m.