Triple

T20921606
Position Surface form Disambiguated ID Type / Status
Subject You’d Be Surprised E515221 entity
Predicate screenwriter P2831 FINISHED
Object Thomas J. Geraghty — 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: Thomas J. Geraghty | Statement: [You’d Be Surprised, screenwriter, Thomas J. Geraghty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thomas J. Geraghty
Context triple: [You’d Be Surprised, screenwriter, Thomas J. Geraghty]
  • A. Charles F. O'Reilly
    Charles F. O'Reilly was an American businessman and co-founder of O'Reilly Auto Parts, a major U.S. automotive parts retail chain.
  • B. John M. Goggin
    John M. Goggin was an influential American archaeologist and anthropologist known for his pioneering research on the pre-Columbian cultures of Florida and the Caribbean.
  • C. Joseph S. Fennessy
    Joseph S. Fennessy was an automotive enthusiast and publisher best known as the founder of the influential car magazine Road & Track.
  • D. William A. O'Kelly
    William A. O'Kelly was a significant figure in the history of North Carolina A&T State University, honored for his contributions by having the university’s O'Kelly–Riddick Stadium named after him.
  • E. Joseph A. McDonough
    Joseph A. McDonough was a Hollywood film assistant director recognized in the 1930s for his award-winning work in the early years of the Academy Awards.
  • 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: Thomas J. Geraghty
Target entity description: Thomas J. Geraghty was an American screenwriter active during the silent and early sound film eras, known for his work on numerous Hollywood comedies and dramas in the early 20th century.
  • A. Charles F. O'Reilly
    Charles F. O'Reilly was an American businessman and co-founder of O'Reilly Auto Parts, a major U.S. automotive parts retail chain.
  • B. John M. Goggin
    John M. Goggin was an influential American archaeologist and anthropologist known for his pioneering research on the pre-Columbian cultures of Florida and the Caribbean.
  • C. Joseph S. Fennessy
    Joseph S. Fennessy was an automotive enthusiast and publisher best known as the founder of the influential car magazine Road & Track.
  • D. William A. O'Kelly
    William A. O'Kelly was a significant figure in the history of North Carolina A&T State University, honored for his contributions by having the university’s O'Kelly–Riddick Stadium named after him.
  • E. Joseph A. McDonough
    Joseph A. McDonough was a Hollywood film assistant director recognized in the 1930s for his award-winning work in the early years of the Academy Awards.
  • 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_69e0b4f9d5ec8190bb2bd27350ed341c completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6f64e56bc81908aa86f2176fcc0db completed April 21, 2026, 4 a.m.
Created at: April 16, 2026, 12:48 p.m.