Triple

T13831159
Position Surface form Disambiguated ID Type / Status
Subject Two Guys, a Girl and a Pizza Place E332400 entity
Predicate mainCharacter P1183 FINISHED
Object Michael Leslie "Berg" Bergen
Michael Leslie "Berg" Bergen is a charmingly immature and quick-witted medical student and pizza delivery guy, portrayed by Ryan Reynolds in the sitcom "Two Guys, a Girl and a Pizza Place."
E1076005 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 Leslie "Berg" Bergen | Statement: [Two Guys, a Girl and a Pizza Place, mainCharacter, Michael Leslie "Berg" Bergen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Leslie "Berg" Bergen
Context triple: [Two Guys, a Girl and a Pizza Place, mainCharacter, Michael Leslie "Berg" Bergen]
  • A. Harold Gould
    Harold Gould was an American character actor best known for his prolific work in film and television from the 1960s through the 1990s, including memorable roles in projects like "The Sting" and the TV series "The Golden Girls."
  • B. Stanley Hoffman
    Stanley Hoffman is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Hoffman.
  • C. Martin Balsam
    Martin Balsam was an American character actor known for his versatile supporting roles in classic films such as "Psycho," "12 Angry Men," and "A Thousand Clowns," for which he won an Academy Award.
  • D. Henry Bergner
    Henry Bergner is the central protagonist of the film "Between Two Worlds," whose experiences and choices drive the story’s emotional and narrative arc.
  • E. Louis Begley
    Louis Begley is a Polish-born American novelist and lawyer best known for his critically acclaimed works exploring identity, morality, and the legacy of the Holocaust.
  • 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 Leslie "Berg" Bergen
Triple: [Two Guys, a Girl and a Pizza Place, mainCharacter, Michael Leslie "Berg" Bergen]
Generated description
Michael Leslie "Berg" Bergen is a charmingly immature and quick-witted medical student and pizza delivery guy, portrayed by Ryan Reynolds in the sitcom "Two Guys, a Girl and a Pizza Place."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Leslie "Berg" Bergen
Target entity description: Michael Leslie "Berg" Bergen is a charmingly immature and quick-witted medical student and pizza delivery guy, portrayed by Ryan Reynolds in the sitcom "Two Guys, a Girl and a Pizza Place."
  • A. Harold Gould
    Harold Gould was an American character actor best known for his prolific work in film and television from the 1960s through the 1990s, including memorable roles in projects like "The Sting" and the TV series "The Golden Girls."
  • B. Stanley Hoffman
    Stanley Hoffman is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Hoffman.
  • C. Martin Balsam
    Martin Balsam was an American character actor known for his versatile supporting roles in classic films such as "Psycho," "12 Angry Men," and "A Thousand Clowns," for which he won an Academy Award.
  • D. Henry Bergner
    Henry Bergner is the central protagonist of the film "Between Two Worlds," whose experiences and choices drive the story’s emotional and narrative arc.
  • E. Louis Begley
    Louis Begley is a Polish-born American novelist and lawyer best known for his critically acclaimed works exploring identity, morality, and the legacy of the Holocaust.
  • 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_69d81c5ae7c88190b0dd41bdafeb5999 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0299334481908c2b271eaf06e4b7 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69fbc31a91608190a80a69be38ac7f71 completed May 6, 2026, 10:39 p.m.
NEDg Description generation batch_69fc432c35ec8190bb7183d902bf7d62 completed May 7, 2026, 7:45 a.m.
NED2 Entity disambiguation (via description) batch_69fc43e71f708190903a63388b664ba5 completed May 7, 2026, 7:48 a.m.
Created at: April 9, 2026, 10:13 p.m.