Triple

T6409791
Position Surface form Disambiguated ID Type / Status
Subject Ha-Joon Chang E127674 entity
Predicate memberOf P10 FINISHED
Object Faculty of Economics, University of Cambridge E206067 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: Faculty of Economics, University of Cambridge | Statement: [Ha-Joon Chang, memberOf, Faculty of Economics, University of Cambridge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Faculty of Economics, University of Cambridge
Context triple: [Ha-Joon Chang, memberOf, Faculty of Economics, University of Cambridge]
  • A. Faculty of Economics, University of Cambridge chosen
    The Faculty of Economics at the University of Cambridge is a leading academic department renowned for its research and teaching in economics, attracting prominent scholars and students from around the world.
  • B. London School of Economics
    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.
  • C. Department of Land Economy, University of Cambridge
    The Department of Land Economy at the University of Cambridge is an interdisciplinary academic department focusing on land, real estate, environmental policy, and spatial planning within an economics and law framework.
  • D. Faculty of Political Economy
    The Faculty of Political Economy is an academic unit at Foreign Trade University specializing in the study and teaching of economic theory, political economy, and related socio-economic issues.
  • E. Cambridge Judge Business School
    Cambridge Judge Business School is the University of Cambridge’s business school, renowned for its MBA and postgraduate management programs, research, and close ties to global industry and entrepreneurship.
  • 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_69c0083723d88190b1e37b19df162c08 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c068cf81508190bc09e58ec45bc858 completed March 22, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c638b7582481909640965acf261dff completed March 27, 2026, 7:58 a.m.
Created at: March 22, 2026, 4:41 p.m.