Triple

T23355054
Position Surface form Disambiguated ID Type / Status
Subject George K. Zipf E593019 entity
Predicate notableWork P4 FINISHED
Object The Psycho-Biology of Language — NE NERFINISHED

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: The Psycho-Biology of Language | Statement: [George K. Zipf, notableWork, The Psycho-Biology of Language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Psycho-Biology of Language
Context triple: [George K. Zipf, notableWork, The Psycho-Biology of Language]
  • A. The Psycho-Biology of Language chosen
    The Psycho-Biology of Language is a seminal work by linguist George K. Zipf that explores statistical patterns in language use and their relation to human behavior, introducing what became known as Zipf's law.
  • B. Foundations of Language
    Foundations of Language is a major theoretical work by linguist Ray Jackendoff that proposes an integrated, cognitive-science-based account of how linguistic structure relates to meaning, perception, and the mind.
  • C. The Architecture of Language
    The Architecture of Language is a poetry collection by Quincy Troupe that showcases his innovative, jazz-inflected style and exploration of African American experience, history, and identity.
  • D. Language and Mind
    Language and Mind is a collection of influential essays by Noam Chomsky that explores the nature of language, human cognition, and their implications for philosophy and psychology.
  • E. The Development of Language
    The Development of Language is a widely used textbook in psycholinguistics and language acquisition that explores how children learn and develop language from infancy through later childhood.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69e25d24d2a4819092e6ede74c2a918d completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f19a169bb88190a2ca659fce1133e5 completed April 29, 2026, 5:41 a.m.
Created at: April 17, 2026, 5:21 p.m.