Triple

T3239500
Position Surface form Disambiguated ID Type / Status
Subject Coming to America E67933 entity
Predicate producer P490 FINISHED
Object Robert D. Wachs
Robert D. Wachs was a film and television producer best known for his work on the hit comedy "Coming to America."
 E396397 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: Robert D. Wachs | Statement: [Coming to America, producer, Robert D. Wachs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert D. Wachs
Context triple: [Coming to America, producer, Robert D. Wachs]
  • A. James D. Stern
    James D. Stern is an American film producer and director known for backing a range of acclaimed independent and genre films, as well as documentaries.
  • B. Edward S. Feldman
    Edward S. Feldman is an American film producer known for overseeing a range of notable movies across several decades, including acclaimed dramas and thrillers.
  • C. Ronald D. Liebowitz
    Ronald D. Liebowitz is an American academic leader and former Middlebury College president who serves as the president of Brandeis University.
  • D. J. Edward Bromberg
    J. Edward Bromberg was a Hungarian-born American character actor known for his prolific work in Hollywood films and on stage during the 1930s and 1940s.
  • E. Robert K. Weiss
    Robert K. Weiss is an American film and television producer best known for his work on comedy projects such as "The Naked Gun" series and collaborations with the Zucker brothers.
  • 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: Robert D. Wachs
Triple: [Coming to America, producer, Robert D. Wachs]
Generated description
Robert D. Wachs was a film and television producer best known for his work on the hit comedy "Coming to America."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robert D. Wachs
Target entity description: Robert D. Wachs was a film and television producer best known for his work on the hit comedy "Coming to America."
  • A. James D. Stern
    James D. Stern is an American film producer and director known for backing a range of acclaimed independent and genre films, as well as documentaries.
  • B. Edward S. Feldman
    Edward S. Feldman is an American film producer known for overseeing a range of notable movies across several decades, including acclaimed dramas and thrillers.
  • C. Ronald D. Liebowitz
    Ronald D. Liebowitz is an American academic leader and former Middlebury College president who serves as the president of Brandeis University.
  • D. J. Edward Bromberg
    J. Edward Bromberg was a Hungarian-born American character actor known for his prolific work in Hollywood films and on stage during the 1930s and 1940s.
  • E. Robert K. Weiss
    Robert K. Weiss is an American film and television producer best known for his work on comedy projects such as "The Naked Gun" series and collaborations with the Zucker brothers.
  • 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_69ad858d27348190abb61c280b4c86a9 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaef4c0bc819095e4f84296fe7cb6 completed March 8, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51c5ab7988190882df3b8198ad88a completed March 14, 2026, 8:29 a.m.
NEDg Description generation batch_69b51cea26bc81909ad5940952dd28e9 completed March 14, 2026, 8:31 a.m.
NED2 Entity disambiguation (via description) batch_69b51d53040881908a943534dcde26bc completed March 14, 2026, 8:33 a.m.
Created at: March 8, 2026, 3:08 p.m.