Triple

T16191536
Position Surface form Disambiguated ID Type / Status
Subject Anger Management E392952 entity
Predicate screenwriter P2831 FINISHED
Object David S. Dorfman — 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: David S. Dorfman | Statement: [Anger Management, screenwriter, David S. Dorfman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David S. Dorfman
Context triple: [Anger Management, screenwriter, David S. Dorfman]
  • A. Robert Dorfmann
    Robert Dorfmann was a French film producer known for backing major European and international films, including influential works of the 1960s and 1970s.
  • B. Jay O. Rothman
    Jay O. Rothman is an American attorney and academic leader who serves as president of the University of Wisconsin System.
  • C. David H. Steinberg
    David H. Steinberg is a television writer and producer best known for his work on American sitcoms, including creating the series "3rd Rock from the Sun."
  • D. Robert M. Weitman
    Robert M. Weitman was an American film producer active in mid-20th-century Hollywood, known for overseeing a range of studio features and genre films.
  • E. Robert G. Goldstein
    Robert G. Goldstein is an American business executive best known as the chief executive officer and a leading figure of the global casino and resort company Las Vegas Sands.
  • 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: David S. Dorfman
Target entity description: David S. Dorfman is an American screenwriter best known for writing the screenplay to the comedy film "Anger Management."
  • A. Robert Dorfmann
    Robert Dorfmann was a French film producer known for backing major European and international films, including influential works of the 1960s and 1970s.
  • B. Jay O. Rothman
    Jay O. Rothman is an American attorney and academic leader who serves as president of the University of Wisconsin System.
  • C. David H. Steinberg
    David H. Steinberg is a television writer and producer best known for his work on American sitcoms, including creating the series "3rd Rock from the Sun."
  • D. Robert M. Weitman
    Robert M. Weitman was an American film producer active in mid-20th-century Hollywood, known for overseeing a range of studio features and genre films.
  • E. Robert G. Goldstein
    Robert G. Goldstein is an American business executive best known as the chief executive officer and a leading figure of the global casino and resort company Las Vegas Sands.
  • 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_69d87f1e49ac8190a311b54d32990576 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e222d5769c8190bbb604bfa095a1a5 completed April 17, 2026, 12:08 p.m.
Created at: April 10, 2026, 5:02 a.m.