Triple

T18961737
Position Surface form Disambiguated ID Type / Status
Subject Hard Facts, Dangerous Half-Truths, and Total Nonsense: Profiting from Evidence-Based Management E463929 entity
Predicate author P4 FINISHED
Object Robert I. Sutton — 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: Robert I. Sutton | Statement: [Hard Facts, Dangerous Half-Truths, and Total Nonsense: Profiting from Evidence-Based Management, author, Robert I. Sutton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert I. Sutton
Context triple: [Hard Facts, Dangerous Half-Truths, and Total Nonsense: Profiting from Evidence-Based Management, author, Robert I. Sutton]
  • A. Robert I. Sutton chosen
    Robert I. Sutton is an American organizational psychologist and Stanford professor best known for his research and popular books on workplace behavior, leadership, and evidence-based management.
  • B. Peter R. Eisenhardt
    Peter R. Eisenhardt is an American astronomer known for his leadership in infrared sky surveys and his role in advancing space-based infrared astronomy.
  • C. Randall L. Pfeffer
    Randall L. Pfeffer is an individual notable enough to be specifically cited as a bearer of the surname Pfeffer, though detailed public information about his life or work appears to be limited.
  • D. Robert G. Katz
    Robert G. Katz is a film producer known for his work on the movie "Idlewild."
  • E. Donald L. Kirkpatrick
    Donald L. Kirkpatrick was an American professor and training expert best known for developing the influential four-level model for evaluating training programs.
  • 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_69d8dcffc278819086792a4ebfddfafa completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d5d368488190b0c7489335e5dd91 completed April 20, 2026, 7:29 a.m.
Created at: April 10, 2026, noon