Triple

T2262216
Position Surface form Disambiguated ID Type / Status
Subject University of the Highlands and Islands E50063 entity
Predicate member P10 FINISHED
Object Inverness College UHI
Inverness College UHI is a further and higher education institution in Inverness, Scotland, offering a wide range of vocational and academic courses as part of the regional university network.
E50063 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: Inverness College UHI | Statement: [University of the Highlands and Islands, member, Inverness College UHI]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Inverness College UHI
Context triple: [University of the Highlands and Islands, member, Inverness College UHI]
  • A. University of the Highlands and Islands
    The University of the Highlands and Islands is a distributed Scottish university that brings together colleges and research institutions across the Highlands, Islands, and Moray to provide higher and further education.
  • B. 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.
  • C. Abertay University
    Abertay University is a modern public university in Dundee, Scotland, known for its pioneering programs in computer games, cybersecurity, and applied research.
  • D. University of Dundee
    The University of Dundee is a public research university in Dundee, Scotland, known for its strengths in life sciences, medicine, and art and design.
  • E. University of Stirling
    The University of Stirling is a public research university in central Scotland known for its scenic campus, interdisciplinary teaching and research, and strong emphasis on sport and environmental studies.
  • 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: Inverness College UHI
Triple: [University of the Highlands and Islands, member, Inverness College UHI]
Generated description
Inverness College UHI is a further and higher education institution in Inverness, Scotland, offering a wide range of vocational and academic courses as part of the regional university network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Inverness College UHI
Target entity description: Inverness College UHI is a further and higher education institution in Inverness, Scotland, offering a wide range of vocational and academic courses as part of the regional university network.
  • A. University of the Highlands and Islands chosen
    The University of the Highlands and Islands is a distributed Scottish university that brings together colleges and research institutions across the Highlands, Islands, and Moray to provide higher and further education.
  • B. 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.
  • C. Abertay University
    Abertay University is a modern public university in Dundee, Scotland, known for its pioneering programs in computer games, cybersecurity, and applied research.
  • D. University of Dundee
    The University of Dundee is a public research university in Dundee, Scotland, known for its strengths in life sciences, medicine, and art and design.
  • E. University of Stirling
    The University of Stirling is a public research university in central Scotland known for its scenic campus, interdisciplinary teaching and research, and strong emphasis on sport and environmental studies.
  • F. None of above.

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_69a88b01e0048190ba96431b5f990ba9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc18be8308190abc4a59d37dfd93a completed March 7, 2026, 6:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71cdacb48190bc11e9e0e6b61ba0 completed March 9, 2026, 7:07 a.m.
NEDg Description generation batch_69ae727388f48190bbb516e1cc907689 completed March 9, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_69ae733c44008190ac1429da66cf77aa completed March 9, 2026, 7:14 a.m.
Created at: March 4, 2026, 7:48 p.m.