Triple

T9789373
Position Surface form Disambiguated ID Type / Status
Subject The Family Stone E237568 entity
Predicate director P255 FINISHED
Object Thomas Bezucha
Thomas Bezucha is an American filmmaker and screenwriter best known for writing and directing character-driven dramas and ensemble comedies.
E830432 NE FINISHED

How this triple was built (4 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 Bezucha | Statement: [The Family Stone, director, Thomas Bezucha]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas Bezucha
Context triple: [The Family Stone, director, Thomas Bezucha]
  • A. Victor Slezak
    Victor Slezak is an American actor known for his work in film, television, and theater, including roles in dramas such as "The Bridges of Madison County."
  • B. Victor Kubicek
    Victor Kubicek is a film producer best known for co-producing the science fiction action movie "Terminator Salvation."
  • C. Joseph Kopechne
    Joseph Kopechne was the father of Mary Jo Kopechne, the young political campaign worker who died in the 1969 Chappaquiddick incident involving Senator Ted Kennedy.
  • D. Adam Buksa
    Adam Buksa is a Polish professional footballer and striker known for his goal-scoring spells with clubs such as New England Revolution and the Poland national team.
  • E. Cyril Toman
    Cyril Toman was a Northern Irish civil rights activist and political figure associated with the radical student and left-wing movements of the late 1960s.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Thomas Bezucha
Triple: [The Family Stone, director, Thomas Bezucha]
Generated description
Thomas Bezucha is an American filmmaker and screenwriter best known for writing and directing character-driven dramas and ensemble comedies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thomas Bezucha
Target entity description: Thomas Bezucha is an American filmmaker and screenwriter best known for writing and directing character-driven dramas and ensemble comedies.
  • A. Victor Slezak
    Victor Slezak is an American actor known for his work in film, television, and theater, including roles in dramas such as "The Bridges of Madison County."
  • B. Victor Kubicek
    Victor Kubicek is a film producer best known for co-producing the science fiction action movie "Terminator Salvation."
  • C. Joseph Kopechne
    Joseph Kopechne was the father of Mary Jo Kopechne, the young political campaign worker who died in the 1969 Chappaquiddick incident involving Senator Ted Kennedy.
  • D. Adam Buksa
    Adam Buksa is a Polish professional footballer and striker known for his goal-scoring spells with clubs such as New England Revolution and the Poland national team.
  • E. Cyril Toman
    Cyril Toman was a Northern Irish civil rights activist and political figure associated with the radical student and left-wing movements of the late 1960s.
  • F. None of above. chosen

Provenance (5 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_69ca84da927881909bda80caecad6010 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda214875481909f39e1d4dbac1fdb completed April 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69d22866aea48190933524839241869a completed April 5, 2026, 9:16 a.m.
NEDg Description generation batch_69d22990ef5881908b6a6100d7dcf6e6 completed April 5, 2026, 9:21 a.m.
NED2 Entity disambiguation (via description) batch_69d22a0cb0808190a6119dc0268c50b9 completed April 5, 2026, 9:23 a.m.
Created at: March 30, 2026, 8:27 p.m.