Triple

T17763464
Position Surface form Disambiguated ID Type / Status
Subject Baywatch: Hawaiian Wedding E443440 entity
Predicate stars P1956 FINISHED
Object Michael Bergin
Michael Bergin is an American model and actor best known for his role as lifeguard J.D. Darius on the television series Baywatch and its related films.
E1395892 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: Michael Bergin | Statement: [Baywatch: Hawaiian Wedding, stars, Michael Bergin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Bergin
Context triple: [Baywatch: Hawaiian Wedding, stars, Michael Bergin]
  • A. Michael Bergmann
    Michael Bergmann is an American analytic philosopher known for his work in epistemology, particularly on skepticism, justification, and religious epistemology.
  • B. Robert Weinbach
    Robert Weinbach is a film producer known for his work on independent genre movies, including the 2012 horror film "Shiver."
  • C. Lewis Berg
    Lewis Berg was the husband of pioneering American actress, writer, and producer Gertrude Berg, known for supporting her long career in radio and television.
  • D. Leon Feldhendler
    Leon Feldhendler was a Polish Jewish resistance leader and Holocaust survivor best known for co-organizing the 1943 prisoner uprising at the Sobibor extermination camp.
  • E. Arthur Klein
    Arthur Klein was the husband of pioneering psychoanalyst Melanie Klein, known primarily in relation to her life and work.
  • 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: Michael Bergin
Triple: [Baywatch: Hawaiian Wedding, stars, Michael Bergin]
Generated description
Michael Bergin is an American model and actor best known for his role as lifeguard J.D. Darius on the television series Baywatch and its related films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Bergin
Target entity description: Michael Bergin is an American model and actor best known for his role as lifeguard J.D. Darius on the television series Baywatch and its related films.
  • A. Michael Bergmann
    Michael Bergmann is an American analytic philosopher known for his work in epistemology, particularly on skepticism, justification, and religious epistemology.
  • B. Robert Weinbach
    Robert Weinbach is a film producer known for his work on independent genre movies, including the 2012 horror film "Shiver."
  • C. Lewis Berg
    Lewis Berg was the husband of pioneering American actress, writer, and producer Gertrude Berg, known for supporting her long career in radio and television.
  • D. Leon Feldhendler
    Leon Feldhendler was a Polish Jewish resistance leader and Holocaust survivor best known for co-organizing the 1943 prisoner uprising at the Sobibor extermination camp.
  • E. Arthur Klein
    Arthur Klein was the husband of pioneering psychoanalyst Melanie Klein, known primarily in relation to her life and work.
  • 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_69d8b9edf16c8190a59ebd245d378f4f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e485f9fa188190aef5ffeb0b628632 completed April 19, 2026, 7:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a07c4dd20d88190bc3dc16062764414 completed May 16, 2026, 1:14 a.m.
NEDg Description generation batch_6a07c5aea8948190b6e5bbcea8053478 completed May 16, 2026, 1:17 a.m.
NED2 Entity disambiguation (via description) batch_6a07c6846fb481908e1d5aae2c53a7ba completed May 16, 2026, 1:21 a.m.
Created at: April 10, 2026, 10:11 a.m.