Triple

T5317623
Position Surface form Disambiguated ID Type / Status
Subject The Decoy Bride E121589 entity
Predicate producer P490 FINISHED
Object Robert Bernstein
Robert Bernstein is a film producer known for his work on British and international feature films, including the romantic comedy "The Decoy Bride."
 E527398 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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 Bernstein | Statement: [The Decoy Bride, producer, Robert Bernstein]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert Bernstein
Context triple: [The Decoy Bride, producer, Robert Bernstein]
  • A. Robert L. Bernstein
    Robert L. Bernstein was an American publisher and human rights advocate best known for leading Random House and founding the influential watchdog organization Human Rights Watch.
  • B. Donald Rosenfeld
    Donald Rosenfeld is an American film producer known for his work on acclaimed independent and art-house films, including collaborations with prominent directors and projects like "Effie Gray."
  • C. Michael Berman
    Michael Berman is a writer and contributor known for his work published in George magazine.
  • D. Louis Bernstein
    Louis Bernstein is the birth name of Leonard Bernstein, the renowned American composer, conductor, and pianist.
  • E. Stanley Shapiro
    Stanley Shapiro was an American screenwriter best known for his sharp comedic scripts in mid-20th-century Hollywood, including several hit romantic comedies.
  • 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: Robert Bernstein
Target entity description: Robert Bernstein is a film producer known for his work on British and international feature films, including the romantic comedy "The Decoy Bride."
  • A. Robert L. Bernstein
    Robert L. Bernstein was an American publisher and human rights advocate best known for leading Random House and founding the influential watchdog organization Human Rights Watch.
  • B. Donald Rosenfeld
    Donald Rosenfeld is an American film producer known for his work on acclaimed independent and art-house films, including collaborations with prominent directors and projects like "Effie Gray."
  • C. Michael Berman
    Michael Berman is a writer and contributor known for his work published in George magazine.
  • D. Louis Bernstein
    Louis Bernstein is the birth name of Leonard Bernstein, the renowned American composer, conductor, and pianist.
  • E. Stanley Shapiro
    Stanley Shapiro was an American screenwriter best known for his sharp comedic scripts in mid-20th-century Hollywood, including several hit romantic comedies.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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 Bernstein
Triple: [The Decoy Bride, producer, Robert Bernstein]
Generated description
Robert Bernstein is a film producer known for his work on British and international feature films, including the romantic comedy "The Decoy Bride."

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69bd463d956c819088105c3db802c017 elicitation completed
NER batch_69bd855269ac8190bb7a9248d04f1823 ner completed
NED1 batch_69bfe61a2cd8819089ea67309d284be4 ned_source_triple completed
NED2 batch_69bfe6e8d18c8190a676e59cd16d6b12 ned_description completed
NEDg batch_69bfe686b99881908bb9a952d5c120c9 nedg completed
Created at: March 20, 2026, 1:59 p.m.