Triple

T14478450
Position Surface form Disambiguated ID Type / Status
Subject The Judge E359036 entity
Predicate producer P490 FINISHED
Object David Gambino
David Gambino is a film producer known for his work on major Hollywood projects, including the legal drama "The Judge."
E1100605 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: David Gambino | Statement: [The Judge, producer, David Gambino]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Gambino
Context triple: [The Judge, producer, David Gambino]
  • A. Frank Delfino
    Frank Delfino is a morally ambiguous fixer and enforcer closely tied to Annalise Keating and her students in the television series "How to Get Away with Murder."
  • B. Joe Gatta
    Joe Gatta is a film producer best known for his work on the critically acclaimed drama "Rachel Getting Married."
  • C. Vincent Drucci
    Vincent Drucci was a prominent Prohibition-era Chicago mobster who rose to lead the North Side Gang during its violent rivalry with Al Capone’s organization.
  • D. Michael V. Gazzo
    Michael V. Gazzo was an American actor and playwright best known for his Oscar-nominated performance as Frank Pentangeli in *The Godfather Part II* and for writing the play *A Hatful of Rain*.
  • E. Joey Carbone
    Joey Carbone is an American music producer, songwriter, and arranger known for his work in pop and rock music, including extensive production and composition for Japanese artists and television.
  • 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: David Gambino
Triple: [The Judge, producer, David Gambino]
Generated description
David Gambino is a film producer known for his work on major Hollywood projects, including the legal drama "The Judge."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Gambino
Target entity description: David Gambino is a film producer known for his work on major Hollywood projects, including the legal drama "The Judge."
  • A. Frank Delfino
    Frank Delfino is a morally ambiguous fixer and enforcer closely tied to Annalise Keating and her students in the television series "How to Get Away with Murder."
  • B. Joe Gatta
    Joe Gatta is a film producer best known for his work on the critically acclaimed drama "Rachel Getting Married."
  • C. Vincent Drucci
    Vincent Drucci was a prominent Prohibition-era Chicago mobster who rose to lead the North Side Gang during its violent rivalry with Al Capone’s organization.
  • D. Michael V. Gazzo
    Michael V. Gazzo was an American actor and playwright best known for his Oscar-nominated performance as Frank Pentangeli in *The Godfather Part II* and for writing the play *A Hatful of Rain*.
  • E. Joey Carbone
    Joey Carbone is an American music producer, songwriter, and arranger known for his work in pop and rock music, including extensive production and composition for Japanese artists and television.
  • 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_69d827966698819082e140837737501d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de9248edb48190a74eb032aeaac027 completed April 14, 2026, 7:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd64a257488190818c65c1cc84c4b5 completed May 8, 2026, 4:20 a.m.
NEDg Description generation batch_69fd6609ed5c8190a5d2c5fe25ea1467 completed May 8, 2026, 4:26 a.m.
NED2 Entity disambiguation (via description) batch_69fd666f81d08190a0d658b5949e0201 completed May 8, 2026, 4:28 a.m.
Created at: April 10, 2026, 1:20 a.m.