Triple

T16191536
Position Surface form Disambiguated ID Type / Status
Subject Anger Management E392952 entity
Predicate screenwriter P2831 FINISHED
Object David S. Dorfman
David S. Dorfman is an American screenwriter best known for writing the screenplay to the comedy film "Anger Management."
 E1417295 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: 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.
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: David S. Dorfman
Triple: [Anger Management, screenwriter, David S. Dorfman]
Generated description
David S. Dorfman is an American screenwriter best known for writing the screenplay to the comedy film "Anger Management."
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 (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_69d87f1e49ac8190a311b54d32990576 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e222d5769c8190bbb604bfa095a1a5 completed April 17, 2026, 12:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0843ce24748190a0bfca69e4d5006d completed May 16, 2026, 10:15 a.m.
NEDg Description generation batch_6a0844a1f6988190bbab91201b2a0d7e completed May 16, 2026, 10:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0845700ec48190bb59acff92e4e616 completed May 16, 2026, 10:22 a.m.
Created at: April 10, 2026, 5:02 a.m.