Triple

T2014695
Position Surface form Disambiguated ID Type / Status
Subject The Fifth Estate E43767 entity
Predicate producer P490 FINISHED
Object Brad Dorros
Brad Dorros is a film and television producer known for his work on projects such as the thriller "The Fifth Estate."
 E276233 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: Brad Dorros | Statement: [The Fifth Estate, producer, Brad Dorros]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brad Dorros
Context triple: [The Fifth Estate, producer, Brad Dorros]
  • A. Jack Driscoll
    Jack Driscoll is a central heroic character in the 1933 film "King Kong," serving as the ship's first mate and the primary human protagonist who helps rescue Ann Darrow from the giant ape.
  • B. Tom Lofaro
    Tom Lofaro is a television producer best known for his executive production work on the long-running comedy series "It's Always Sunny in Philadelphia."
  • C. Dustin Henderson
    Dustin Henderson is a witty, science-loving teenager from the Netflix series "Stranger Things," known for his loyalty, curiosity, and inventive problem-solving in the face of supernatural threats.
  • D. Neal Dodson
    Neal Dodson is an American film producer known for his work on acclaimed independent and genre films, frequently collaborating with director J.C. Chandor.
  • E. Alan Dent
    Alan Dent was a British screenwriter and critic known for his work on mid-20th-century film adaptations of classic literature.
  • 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: Brad Dorros
Triple: [The Fifth Estate, producer, Brad Dorros]
Generated description
Brad Dorros is a film and television producer known for his work on projects such as the thriller "The Fifth Estate."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brad Dorros
Target entity description: Brad Dorros is a film and television producer known for his work on projects such as the thriller "The Fifth Estate."
  • A. Jack Driscoll
    Jack Driscoll is a central heroic character in the 1933 film "King Kong," serving as the ship's first mate and the primary human protagonist who helps rescue Ann Darrow from the giant ape.
  • B. Tom Lofaro
    Tom Lofaro is a television producer best known for his executive production work on the long-running comedy series "It's Always Sunny in Philadelphia."
  • C. Dustin Henderson
    Dustin Henderson is a witty, science-loving teenager from the Netflix series "Stranger Things," known for his loyalty, curiosity, and inventive problem-solving in the face of supernatural threats.
  • D. Neal Dodson
    Neal Dodson is an American film producer known for his work on acclaimed independent and genre films, frequently collaborating with director J.C. Chandor.
  • E. Alan Dent
    Alan Dent was a British screenwriter and critic known for his work on mid-20th-century film adaptations of classic literature.
  • 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_69a88716e9f08190946313fdc949e3cf completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb8b610a88190bc10fd7dda19da08 completed March 7, 2026, 5:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5cbcf8dc8190a3319bdf58dce307 completed March 9, 2026, 11:50 p.m.
NEDg Description generation batch_69af5d4795288190bb09c1a928e70b3e completed March 9, 2026, 11:52 p.m.
NED2 Entity disambiguation (via description) batch_69af5dca88948190b0b195bce7126891 completed March 9, 2026, 11:54 p.m.
Created at: March 4, 2026, 7:37 p.m.