Triple

T925386
Position Surface form Disambiguated ID Type / Status
Subject University of St Andrews E19971 entity
Predicate memberOf P10 FINISHED
Object Scottish Graduate School for Arts & Humanities
The Scottish Graduate School for Arts & Humanities is a national doctoral training partnership in Scotland that coordinates and supports advanced research training and funding for postgraduate students in the arts and humanities across multiple universities.
 E109723 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 Graduate School for Arts & Humanities | Statement: [University of St Andrews, memberOf, Scottish Graduate School for Arts & Humanities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Scottish Graduate School for Arts & Humanities
Context triple: [University of St Andrews, memberOf, Scottish Graduate School for Arts & Humanities]
  • A. 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.
  • 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. Robert Gordon University
    Robert Gordon University is a modern public university in Aberdeen, Scotland, known for its professionally focused degrees and strong links with industry.
  • 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. Edinburgh Napier University
    Edinburgh Napier University is a modern public university in Edinburgh, Scotland, known for its career-focused teaching and strong links with industry.
  • 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 Graduate School for Arts & Humanities
Triple: [University of St Andrews, memberOf, Scottish Graduate School for Arts & Humanities]
Generated description
The Scottish Graduate School for Arts & Humanities is a national doctoral training partnership in Scotland that coordinates and supports advanced research training and funding for postgraduate students in the arts and humanities across multiple universities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Scottish Graduate School for Arts & Humanities
Target entity description: The Scottish Graduate School for Arts & Humanities is a national doctoral training partnership in Scotland that coordinates and supports advanced research training and funding for postgraduate students in the arts and humanities across multiple universities.
  • A. 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.
  • 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. Robert Gordon University
    Robert Gordon University is a modern public university in Aberdeen, Scotland, known for its professionally focused degrees and strong links with industry.
  • 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. Edinburgh Napier University
    Edinburgh Napier University is a modern public university in Edinburgh, Scotland, known for its career-focused teaching and strong links with industry.
  • 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_69a493a099788190a696d9d8408cbaf4 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b32ad9f88190b7d477d0a9a9dbc8 completed March 1, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7ee0becc0819089b3dadc618cf83c completed March 4, 2026, 8:32 a.m.
NEDg Description generation batch_69a7f3607c70819080c5e3e49ccc6de5 completed March 4, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69a7f3d1e97881909cbb97a8ca89c574 completed March 4, 2026, 8:56 a.m.
Created at: March 1, 2026, 7:40 p.m.