Triple

T23506391
Position Surface form Disambiguated ID Type / Status
Subject James A. Matisoff E572291 entity
Predicate workInstitution P1203 FINISHED
Object Department of Linguistics, University of California, Berkeley — 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: Department of Linguistics, University of California, Berkeley | Statement: [James A. Matisoff, workInstitution, Department of Linguistics, University of California, Berkeley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Department of Linguistics, University of California, Berkeley
Context triple: [James A. Matisoff, workInstitution, Department of Linguistics, University of California, Berkeley]
  • A. Department of Linguistics, University of California, Los Angeles
    The Department of Linguistics at the University of California, Los Angeles is a leading academic center renowned for its influential research and teaching across theoretical and applied linguistics.
  • B. Stanford University Department of Linguistics
    The Stanford University Department of Linguistics is a leading academic department renowned for its research and teaching across theoretical, computational, and sociolinguistics.
  • C. Department of Linguistics, University of Utah
    The Department of Linguistics at the University of Utah is an academic unit dedicated to the scientific study of language, offering research and degree programs in areas such as theoretical, descriptive, and applied linguistics.
  • D. University of Maryland Department of Linguistics
    The University of Maryland Department of Linguistics is a leading academic department known for its research and graduate training in theoretical linguistics, psycholinguistics, and language acquisition.
  • E. University of Pennsylvania Department of Linguistics
    The University of Pennsylvania Department of Linguistics is a leading academic center for theoretical and empirical linguistics research and education, known for its influential contributions to syntax, phonology, sociolinguistics, and computational linguistics.
  • 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: Department of Linguistics, University of California, Berkeley
Target entity description: The Department of Linguistics at the University of California, Berkeley is a leading academic center renowned for its influential research and teaching across theoretical, descriptive, and experimental linguistics.
  • A. Department of Linguistics, University of California, Los Angeles
    The Department of Linguistics at the University of California, Los Angeles is a leading academic center renowned for its influential research and teaching across theoretical and applied linguistics.
  • B. Stanford University Department of Linguistics
    The Stanford University Department of Linguistics is a leading academic department renowned for its research and teaching across theoretical, computational, and sociolinguistics.
  • C. Department of Linguistics, University of Utah
    The Department of Linguistics at the University of Utah is an academic unit dedicated to the scientific study of language, offering research and degree programs in areas such as theoretical, descriptive, and applied linguistics.
  • D. University of Maryland Department of Linguistics
    The University of Maryland Department of Linguistics is a leading academic department known for its research and graduate training in theoretical linguistics, psycholinguistics, and language acquisition.
  • E. University of Pennsylvania Department of Linguistics
    The University of Pennsylvania Department of Linguistics is a leading academic center for theoretical and empirical linguistics research and education, known for its influential contributions to syntax, phonology, sociolinguistics, and computational linguistics.
  • 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_69e245b5e4208190bac8a6509867e394 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a9009ca081908c4cffb8c32293ec completed April 29, 2026, 6:45 a.m.
Created at: April 17, 2026, 6:07 p.m.