Triple

T10099024
Position Surface form Disambiguated ID Type / Status
Subject Oliver Hart E215948 entity
Predicate employer P7 FINISHED
Object London School of Economics 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 | Statement: [Oliver Hart, employer, London School of Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: London School of Economics
Context triple: [Oliver Hart, employer, London School of Economics]
  • 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. 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.
  • D. University of London
    The University of London is a major federal public research university in the United Kingdom, comprising multiple autonomous colleges and renowned for its global academic influence.
  • E. 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.
  • 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_69ca83a4947c8190823a7495dc5d96ed completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd07d686481908d9bb91392954474 completed April 2, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b6c218b08190853b0979296e2f83 completed April 5, 2026, 7:23 p.m.
Created at: March 30, 2026, 9:02 p.m.