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.