Triple

T6898983
Position Surface form Disambiguated ID Type / Status
Subject Niall Ferguson E159444 entity
Predicate employer P7 FINISHED
Object London School of Economics and Political Science E30910 NE FINISHED

How this triple was built (2 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: London School of Economics and Political Science | Statement: [Niall Ferguson, employer, London School of Economics and Political Science]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: London School of Economics and Political Science
Context triple: [Niall Ferguson, employer, London School of Economics and Political Science]
  • A. London School of Economics chosen
    The London School of Economics is a prestigious London-based university renowned worldwide for its teaching and research in economics, politics, law, and the social sciences.
  • B. SOAS University of London
    SOAS University of London is a leading UK institution specializing in the study of Asia, Africa, and the Middle East, renowned for its focus on languages, cultures, and social sciences.
  • C. Birkbeck, University of London
    Birkbeck, University of London is a renowned public research university in London best known for its evening higher-education programs serving working adults and part-time students.
  • D. City, University of London
    City, University of London is a public research university in London known for its strong focus on business, law, engineering, health sciences, and social sciences, and as a member institution of the University of London federation.
  • E. University College London
    University College London is a major public research university in London renowned for its multidisciplinary teaching, pioneering research, and global academic influence.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c6883822e0819091e321526f20ae0a completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d95d67448190857f36b8115b03f6 completed March 27, 2026, 7:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c769f2269c8190a476287a8ad4bec9 completed March 28, 2026, 5:41 a.m.
Created at: March 27, 2026, 2:24 p.m.