Triple

T18299244
Position Surface form Disambiguated ID Type / Status
Subject Scottish universities E438310 entity
Predicate researchAssessment P366 FINISHED
Object UK Research Excellence Framework — NE NERFINISHED

How this triple was built (3 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: UK Research Excellence Framework | Statement: [Scottish universities, researchAssessment, UK Research Excellence Framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: UK Research Excellence Framework
Context triple: [Scottish universities, researchAssessment, UK Research Excellence Framework]
  • A. UK Research and Innovation
    UK Research and Innovation is the United Kingdom’s national funding agency that supports and coordinates research and innovation across multiple disciplines through its various councils and institutes.
  • B. Teaching Excellence Framework
    The Teaching Excellence Framework is a UK government initiative that assesses and rates the quality of teaching, learning, and student outcomes in higher education institutions.
  • C. Arts and Humanities Research Council
    The Arts and Humanities Research Council is a UK funding body that supports research and postgraduate study in the arts and humanities disciplines.
  • D. League of European Research Universities
    The League of European Research Universities is a consortium of leading research-intensive universities in Europe that collaborates to influence policy and promote high-quality academic research and education.
  • E. World-class Universities and World-class Disciplines initiative
    The World-class Universities and World-class Disciplines initiative is a Chinese government program aimed at elevating selected universities and academic fields to top-tier global standards in higher education and research.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: UK Research Excellence Framework
Target entity description: The UK Research Excellence Framework is a national system for evaluating the quality and impact of research conducted by higher education institutions across the United Kingdom.
  • A. UK Research and Innovation
    UK Research and Innovation is the United Kingdom’s national funding agency that supports and coordinates research and innovation across multiple disciplines through its various councils and institutes.
  • B. Teaching Excellence Framework
    The Teaching Excellence Framework is a UK government initiative that assesses and rates the quality of teaching, learning, and student outcomes in higher education institutions.
  • C. Arts and Humanities Research Council
    The Arts and Humanities Research Council is a UK funding body that supports research and postgraduate study in the arts and humanities disciplines.
  • D. League of European Research Universities
    The League of European Research Universities is a consortium of leading research-intensive universities in Europe that collaborates to influence policy and promote high-quality academic research and education.
  • E. World-class Universities and World-class Disciplines initiative
    The World-class Universities and World-class Disciplines initiative is a Chinese government program aimed at elevating selected universities and academic fields to top-tier global standards in higher education and research.
  • F. None of above. chosen

Provenance (2 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_69d8b915e3e881909125d760c15d0c29 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e5017d96588190ac1e326803142976 completed April 19, 2026, 4:23 p.m.
Created at: April 10, 2026, 10:35 a.m.