Triple

T7217498
Position Surface form Disambiguated ID Type / Status
Subject Grace and Frankie E149571 entity
Predicate hasCharacter P2308 FINISHED
Object Bud Bergstein
Bud Bergstein is a central character in the television series "Grace and Frankie," known as one of Sol and Robert's sons who often serves as a grounded, responsible presence amid his family's chaos.
E649924 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: Bud Bergstein | Statement: [Grace and Frankie, hasCharacter, Bud Bergstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bud Bergstein
Context triple: [Grace and Frankie, hasCharacter, Bud Bergstein]
  • A. Larry Berg
    Larry Berg is an American businessman and investor best known as a principal owner of Major League Soccer club Los Angeles FC.
  • B. Bud Brigman
    Bud Brigman is the deep-sea oil rig foreman and central protagonist in James Cameron's science fiction film "The Abyss."
  • C. Stu Bergman
    Stu Bergman is a central, long-running character from the classic American daytime soap opera "Search for Tomorrow," known for his role in the show's core family and dramatic storylines.
  • D. Herb Steinberg
    Herb Steinberg is an individual notable enough to be recognized as a prominent bearer of the surname Steinberg, though specific widely known public details about his life or work are not clearly documented.
  • E. Benny Rothman
    Benny Rothman was a British political activist and ramblers’ leader best known for spearheading early 20th-century access-to-the-countryside campaigns in England.
  • 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: Bud Bergstein
Triple: [Grace and Frankie, hasCharacter, Bud Bergstein]
Generated description
Bud Bergstein is a central character in the television series "Grace and Frankie," known as one of Sol and Robert's sons who often serves as a grounded, responsible presence amid his family's chaos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bud Bergstein
Target entity description: Bud Bergstein is a central character in the television series "Grace and Frankie," known as one of Sol and Robert's sons who often serves as a grounded, responsible presence amid his family's chaos.
  • A. Larry Berg
    Larry Berg is an American businessman and investor best known as a principal owner of Major League Soccer club Los Angeles FC.
  • B. Bud Brigman
    Bud Brigman is the deep-sea oil rig foreman and central protagonist in James Cameron's science fiction film "The Abyss."
  • C. Stu Bergman
    Stu Bergman is a central, long-running character from the classic American daytime soap opera "Search for Tomorrow," known for his role in the show's core family and dramatic storylines.
  • D. Herb Steinberg
    Herb Steinberg is an individual notable enough to be recognized as a prominent bearer of the surname Steinberg, though specific widely known public details about his life or work are not clearly documented.
  • E. Benny Rothman
    Benny Rothman was a British political activist and ramblers’ leader best known for spearheading early 20th-century access-to-the-countryside campaigns in England.
  • 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_69c687eca814819095abb52316b1af80 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e99170d88190b1aef326a7d81134 completed March 27, 2026, 8:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cbfb46388190992cc98039e71748 completed March 28, 2026, 12:39 p.m.
NEDg Description generation batch_69c7cce6a290819096ff68333cd3a3cf completed March 28, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_69c7cd9966e481909eb3c23bb59777d9 completed March 28, 2026, 12:46 p.m.
Created at: March 27, 2026, 2:53 p.m.