Triple

T5224623
Position Surface form Disambiguated ID Type / Status
Subject Search for Tomorrow E117954 entity
Predicate notableCharacter P1481 FINISHED
Object 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.
 E503824 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: Stu Bergman | Statement: [Search for Tomorrow, notableCharacter, Stu Bergman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stu Bergman
Context triple: [Search for Tomorrow, notableCharacter, Stu Bergman]
  • A. Duane Schuler
    Duane Schuler is an American theatrical lighting designer known for his work in opera, including major productions at leading opera houses.
  • B. Mel Leven
    Mel Leven was an American songwriter best known for composing songs for Disney, including work on the animated film "One Hundred and One Dalmatians."
  • C. David Bonderman
    David Bonderman is an American billionaire businessman and private equity investor, best known as a founding partner of TPG Capital and as a prominent owner of major professional sports franchises.
  • D. Bobby Dupea
    Bobby Dupea is a disillusioned former piano prodigy turned blue-collar oil worker whose restless search for identity and meaning drives the drama of the film "Five Easy Pieces."
  • E. Stu Sternberg
    Stu Sternberg is an American businessman best known as the principal owner of Major League Baseball’s Tampa Bay Rays.
  • 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: Stu Bergman
Triple: [Search for Tomorrow, notableCharacter, Stu Bergman]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stu Bergman
Target entity description: 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.
  • A. Duane Schuler
    Duane Schuler is an American theatrical lighting designer known for his work in opera, including major productions at leading opera houses.
  • B. Mel Leven
    Mel Leven was an American songwriter best known for composing songs for Disney, including work on the animated film "One Hundred and One Dalmatians."
  • C. David Bonderman
    David Bonderman is an American billionaire businessman and private equity investor, best known as a founding partner of TPG Capital and as a prominent owner of major professional sports franchises.
  • D. Bobby Dupea
    Bobby Dupea is a disillusioned former piano prodigy turned blue-collar oil worker whose restless search for identity and meaning drives the drama of the film "Five Easy Pieces."
  • E. Stu Sternberg
    Stu Sternberg is an American businessman best known as the principal owner of Major League Baseball’s Tampa Bay Rays.
  • 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_69bd4465e03081909bfcfd7113062590 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7abd3ed48190bfd8d2f2ca399741 completed March 20, 2026, 4:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69beeffc51888190938dc157b14c4b6c completed March 21, 2026, 7:22 p.m.
NEDg Description generation batch_69bef0b2b6448190be1c465738be741b completed March 21, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69bef121817c8190aebd27ee34c0a419 completed March 21, 2026, 7:27 p.m.
Created at: March 20, 2026, 1:48 p.m.