Triple

T4410573
Position Surface form Disambiguated ID Type / Status
Subject Gifford Lectures E94842 entity
Predicate location P40 FINISHED
Object Scottish universities
Scottish universities are higher education institutions in Scotland known for their historic academic traditions, research excellence, and distinctive degree structures within the UK system.
E438310 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: Scottish universities | Statement: [Gifford Lectures, location, Scottish universities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Scottish universities
Context triple: [Gifford Lectures, location, Scottish universities]
  • A. Scottish colleges
    Scottish colleges are further and higher education institutions in Scotland that offer a wide range of academic, vocational, and language programs, including courses supported by Scottish Qualifications Authority Gaelic materials.
  • B. 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.
  • C. University of Glasgow Associated Institutions
    University of Glasgow Associated Institutions is a network of independent higher education and research institutions in Glasgow that maintain formal academic and collaborative ties with the University of Glasgow.
  • D. 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.
  • E. West Highland College UHI
    West Highland College UHI is a further and higher education college in the Scottish Highlands that forms part of the University of the Highlands and Islands network.
  • 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: Scottish universities
Triple: [Gifford Lectures, location, Scottish universities]
Generated description
Scottish universities are higher education institutions in Scotland known for their historic academic traditions, research excellence, and distinctive degree structures within the UK system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Scottish universities
Target entity description: Scottish universities are higher education institutions in Scotland known for their historic academic traditions, research excellence, and distinctive degree structures within the UK system.
  • A. Scottish colleges
    Scottish colleges are further and higher education institutions in Scotland that offer a wide range of academic, vocational, and language programs, including courses supported by Scottish Qualifications Authority Gaelic materials.
  • B. 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.
  • C. University of Glasgow Associated Institutions
    University of Glasgow Associated Institutions is a network of independent higher education and research institutions in Glasgow that maintain formal academic and collaborative ties with the University of Glasgow.
  • D. 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.
  • E. West Highland College UHI
    West Highland College UHI is a further and higher education college in the Scottish Highlands that forms part of the University of the Highlands and Islands network.
  • 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_69b34539638c8190abfea3eb29425210 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b354e4c58c8190b4190aad3095a1dd completed March 13, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f60ea0808190a59418f7911d123d completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f9e8c7d08190b8a61ba1c4bf559a completed March 15, 2026, 12:14 a.m.
NED2 Entity disambiguation (via description) batch_69b5fa6495f881909a08b0e5b8b7decf completed March 15, 2026, 12:16 a.m.
Created at: March 12, 2026, 11:29 p.m.