Triple

T12391651
Position Surface form Disambiguated ID Type / Status
Subject The Goldbergs E296007 entity
Predicate portrayedBy P1507 FINISHED
Object Troy Gentile
Troy Gentile is an American actor best known for playing Barry Goldberg on the television sitcom "The Goldbergs."
E1015013 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: Troy Gentile | Statement: [The Goldbergs, portrayedBy, Troy Gentile]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Troy Gentile
Context triple: [The Goldbergs, portrayedBy, Troy Gentile]
  • A. Troy Dannen
    Troy Dannen is a collegiate sports executive who serves as the athletic director for the University of Washington Huskies, overseeing the school's athletic programs and operations.
  • B. Phil Leotardo
    Phil Leotardo is a ruthless New York mob boss and major antagonist in the television series "The Sopranos."
  • C. Shane Salerno
    Shane Salerno is an American screenwriter, producer, and director known for his work on major Hollywood films and television projects, including blockbuster franchises and high-profile documentaries.
  • D. Chris Gerolmo
    Chris Gerolmo is an American screenwriter and director best known for his work on the civil-rights drama film "Mississippi Burning" and for creating the television series "Over There."
  • E. Troy Verges
    Troy Verges is an American songwriter and record producer known for his work in contemporary country and pop music.
  • 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: Troy Gentile
Triple: [The Goldbergs, portrayedBy, Troy Gentile]
Generated description
Troy Gentile is an American actor best known for playing Barry Goldberg on the television sitcom "The Goldbergs."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Troy Gentile
Target entity description: Troy Gentile is an American actor best known for playing Barry Goldberg on the television sitcom "The Goldbergs."
  • A. Troy Dannen
    Troy Dannen is a collegiate sports executive who serves as the athletic director for the University of Washington Huskies, overseeing the school's athletic programs and operations.
  • B. Phil Leotardo
    Phil Leotardo is a ruthless New York mob boss and major antagonist in the television series "The Sopranos."
  • C. Shane Salerno
    Shane Salerno is an American screenwriter, producer, and director known for his work on major Hollywood films and television projects, including blockbuster franchises and high-profile documentaries.
  • D. Chris Gerolmo
    Chris Gerolmo is an American screenwriter and director best known for his work on the civil-rights drama film "Mississippi Burning" and for creating the television series "Over There."
  • E. Troy Verges
    Troy Verges is an American songwriter and record producer known for his work in contemporary country and pop music.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fd0bcc48190bb1a59a3aaa6bfdf completed April 10, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c0d431308190be15e9d9dbee1eaf completed May 3, 2026, 3:28 a.m.
NEDg Description generation batch_69f6c2a1eaf48190b7905d997423235e completed May 3, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69f6c34dff148190bc016ea8fd88c9ad completed May 3, 2026, 3:38 a.m.
Created at: April 8, 2026, 9:54 p.m.