Triple

T6759715
Position Surface form Disambiguated ID Type / Status
Subject Cybill Shepherd E154558 entity
Predicate spouse P13 FINISHED
Object Bruce Oppenheim
Bruce Oppenheim is an American chiropractor best known to the public for his former marriage to actress Cybill Shepherd.
 E618692 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: Bruce Oppenheim | Statement: [Cybill Shepherd, spouse, Bruce Oppenheim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bruce Oppenheim
Context triple: [Cybill Shepherd, spouse, Bruce Oppenheim]
  • A. Jerry Belson
    Jerry Belson was an American screenwriter, producer, and director best known for his work on television comedies such as "The Odd Couple" and for coining the phrase "Never assume, because when you assume, you make an ass out of 'u' and 'me'."
  • B. Ben Sobel
    Ben Sobel is a neurotic psychiatrist who becomes entangled with a mob boss as his reluctant therapist in the comedy film "Analyze This."
  • C. Bruce Abrahamson
    Bruce Abrahamson is an architect and business leader best known for establishing the design firm HGA Architects and Engineers.
  • D. David Rosenbloom
    David Rosenbloom is a film editor known for his work on major Hollywood productions, including the science fiction movie "Transcendence."
  • E. Alan Rubin
    Alan Rubin was an American trumpeter best known for his work as a session musician and as a member of the original Saturday Night Live Band and The Blues 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: Bruce Oppenheim
Triple: [Cybill Shepherd, spouse, Bruce Oppenheim]
Generated description
Bruce Oppenheim is an American chiropractor best known to the public for his former marriage to actress Cybill Shepherd.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bruce Oppenheim
Target entity description: Bruce Oppenheim is an American chiropractor best known to the public for his former marriage to actress Cybill Shepherd.
  • A. Jerry Belson
    Jerry Belson was an American screenwriter, producer, and director best known for his work on television comedies such as "The Odd Couple" and for coining the phrase "Never assume, because when you assume, you make an ass out of 'u' and 'me'."
  • B. Ben Sobel
    Ben Sobel is a neurotic psychiatrist who becomes entangled with a mob boss as his reluctant therapist in the comedy film "Analyze This."
  • C. Bruce Abrahamson
    Bruce Abrahamson is an architect and business leader best known for establishing the design firm HGA Architects and Engineers.
  • D. David Rosenbloom
    David Rosenbloom is a film editor known for his work on major Hollywood productions, including the science fiction movie "Transcendence."
  • E. Alan Rubin
    Alan Rubin was an American trumpeter best known for his work as a session musician and as a member of the original Saturday Night Live Band and The Blues 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_69c6880fd5808190be684854081e27dd completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d21143748190beaab2488971d65b completed March 27, 2026, 6:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712b0926c81909601f21407526fd9 completed March 27, 2026, 11:28 p.m.
NEDg Description generation batch_69c7135106288190b5b20523c3efa229 completed March 27, 2026, 11:31 p.m.
NED2 Entity disambiguation (via description) batch_69c7141cd52c8190a783590ad1067840 completed March 27, 2026, 11:34 p.m.
Created at: March 27, 2026, 2:12 p.m.