Triple

T2486938
Position Surface form Disambiguated ID Type / Status
Subject Marriage Story E55947 entity
Predicate character P662 FINISHED
Object Bert Spitz
Bert Spitz is a seasoned, somewhat world-weary divorce lawyer who represents Nicole in the film "Marriage Story," offering pragmatic legal advice with a mix of cynicism and compassion.
E291708 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: Bert Spitz | Statement: [Marriage Story, character, Bert Spitz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bert Spitz
Context triple: [Marriage Story, character, Bert Spitz]
  • A. David Sills
    David Sills was an American jurist and former mayor of Irvine, California, who later served as the presiding justice of the California Court of Appeal.
  • B. Bill Frieder
    Bill Frieder is an American college basketball coach best known for leading the University of Michigan to national prominence in the 1980s before departing just prior to their 1989 NCAA championship run.
  • C. Hershy Kay
    Hershy Kay was an American composer and orchestrator best known for his collaborations on Broadway musicals and ballets, including major works with Leonard Bernstein and George Balanchine.
  • D. Ozzie Silna
    Ozzie Silna was an American businessman best known for striking an extraordinarily lucrative television revenue deal during the ABA–NBA merger as a former co-owner of the Spirits of St. Louis basketball team.
  • E. Ray Nitschke
    Ray Nitschke was a legendary middle linebacker for the Green Bay Packers, renowned for his hard-hitting play and key role in Vince Lombardi’s championship teams.
  • 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: Bert Spitz
Triple: [Marriage Story, character, Bert Spitz]
Generated description
Bert Spitz is a seasoned, somewhat world-weary divorce lawyer who represents Nicole in the film "Marriage Story," offering pragmatic legal advice with a mix of cynicism and compassion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bert Spitz
Target entity description: Bert Spitz is a seasoned, somewhat world-weary divorce lawyer who represents Nicole in the film "Marriage Story," offering pragmatic legal advice with a mix of cynicism and compassion.
  • A. David Sills
    David Sills was an American jurist and former mayor of Irvine, California, who later served as the presiding justice of the California Court of Appeal.
  • B. Bill Frieder
    Bill Frieder is an American college basketball coach best known for leading the University of Michigan to national prominence in the 1980s before departing just prior to their 1989 NCAA championship run.
  • C. Hershy Kay
    Hershy Kay was an American composer and orchestrator best known for his collaborations on Broadway musicals and ballets, including major works with Leonard Bernstein and George Balanchine.
  • D. Ozzie Silna
    Ozzie Silna was an American businessman best known for striking an extraordinarily lucrative television revenue deal during the ABA–NBA merger as a former co-owner of the Spirits of St. Louis basketball team.
  • E. Ray Nitschke
    Ray Nitschke was a legendary middle linebacker for the Green Bay Packers, renowned for his hard-hitting play and key role in Vince Lombardi’s championship teams.
  • 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_69ab49e670a88190b928e08302381710 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd1782ca081909645164a6acf0ea0 completed March 7, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb66a2c588190874782f4565c0b60 completed March 10, 2026, 6:12 a.m.
NEDg Description generation batch_69afb7166d788190ac219fe3c3e164fe completed March 10, 2026, 6:15 a.m.
NED2 Entity disambiguation (via description) batch_69afb7aa131c81908cdfbda9575312f3 completed March 10, 2026, 6:18 a.m.
Created at: March 6, 2026, 9:45 p.m.