Triple

T607966
Position Surface form Disambiguated ID Type / Status
Subject Cardiff E12034 entity
Predicate hasUniversity P113 FINISHED
Object 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.
 E90887 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: Cardiff Metropolitan University | Statement: [Cardiff, hasUniversity, Cardiff Metropolitan University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cardiff Metropolitan University
Context triple: [Cardiff, hasUniversity, Cardiff Metropolitan 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 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. 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.
  • 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. Glasgow Caledonian University
    Glasgow Caledonian University is a modern public university in Glasgow, Scotland, known for its applied research, strong industry links, and focus on social innovation and widening access to higher education.
  • 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: Cardiff Metropolitan University
Triple: [Cardiff, hasUniversity, Cardiff Metropolitan University]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cardiff Metropolitan University
Target entity description: 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.
  • 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 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. 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.
  • 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. Glasgow Caledonian University
    Glasgow Caledonian University is a modern public university in Glasgow, Scotland, known for its applied research, strong industry links, and focus on social innovation and widening access to higher education.
  • 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_69a493309df48190a327f748e88049a6 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49df34abc8190a578c8c2ab3d28e4 completed March 1, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69a66662e848819095aca23ceb5eeef2 completed March 3, 2026, 4:41 a.m.
NEDg Description generation batch_69a666ded0288190a43e8a13db4f6914 completed March 3, 2026, 4:43 a.m.
NED2 Entity disambiguation (via description) batch_69a667b8de2c819092f9a4c10abeeb56 completed March 3, 2026, 4:46 a.m.
Created at: March 1, 2026, 7:35 p.m.