Triple

T12686312
Position Surface form Disambiguated ID Type / Status
Subject Pepper Potts E303078 entity
Predicate creator P184 FINISHED
Object Robert Bernstein
Robert Bernstein was an American comic book writer best known for his work at DC and Marvel Comics during the Silver Age, contributing to characters such as Iron Man’s supporting cast.
E1088135 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 Bernstein | Statement: [Pepper Potts, creator, Robert Bernstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Bernstein
Context triple: [Pepper Potts, creator, Robert Bernstein]
  • A. 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."
  • B. Robert Bernstein
    Robert Bernstein is one of the children of American actress and singer Florence Henderson, best known for her role as Carol Brady on the television series "The Brady Bunch."
  • C. 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.
  • D. Peter Bernstein
    Peter Bernstein is an American film score composer and orchestrator known for his work in movies and television and for continuing the musical legacy of his father, Elmer Bernstein.
  • E. Ira Bernstein
    Ira Bernstein is an American theatrical producer best known as the longtime husband of actress and television icon Florence Henderson.
  • 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 Bernstein
Triple: [Pepper Potts, creator, Robert Bernstein]
Generated description
Robert Bernstein was an American comic book writer best known for his work at DC and Marvel Comics during the Silver Age, contributing to characters such as Iron Man’s supporting cast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Bernstein
Target entity description: Robert Bernstein was an American comic book writer best known for his work at DC and Marvel Comics during the Silver Age, contributing to characters such as Iron Man’s supporting cast.
  • A. 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."
  • B. Robert Bernstein
    Robert Bernstein is one of the children of American actress and singer Florence Henderson, best known for her role as Carol Brady on the television series "The Brady Bunch."
  • C. 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.
  • D. Peter Bernstein
    Peter Bernstein is an American film score composer and orchestrator known for his work in movies and television and for continuing the musical legacy of his father, Elmer Bernstein.
  • E. Ira Bernstein
    Ira Bernstein is an American theatrical producer best known as the longtime husband of actress and television icon Florence Henderson.
  • 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_69d7bdee64a08190801c6d470aefd723 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961d7cd4c81909521839ef5859799 completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd27f0e59c8190b40213e999c75feb completed May 8, 2026, 12:01 a.m.
NEDg Description generation batch_69fd2b2363f881909e04edd850166dd5 completed May 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69fd2cf1a1248190a97644dadf1717bc completed May 8, 2026, 12:23 a.m.
Created at: April 9, 2026, 5:21 p.m.