Triple

T1790628
Position Surface form Disambiguated ID Type / Status
Subject The Departed E39486 entity
Predicate producer P490 FINISHED
Object Bradley J. Fischer
Bradley J. Fischer is an American film producer known for his work on major Hollywood thrillers and dramas, including collaborations with prominent directors on films like "The Departed."
 E197795 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: Bradley J. Fischer | Statement: [The Departed, producer, Bradley J. Fischer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bradley J. Fischer
Context triple: [The Departed, producer, Bradley J. Fischer]
  • A. Arthur Schoenfeld
    Arthur Schoenfeld was an American diplomat who served as the United States Ambassador to Hungary during the mid-20th century.
  • B. George Schaefer
    George Schaefer was an American film executive and producer best known for his leadership at RKO Radio Pictures during the early 1940s, where he supported innovative projects such as Orson Welles’s work.
  • C. Garry Kasparov
    Garry Kasparov is a Russian chess grandmaster widely regarded as one of the greatest chess players in history and a prominent political activist and author.
  • D. Michael Adams
    Michael Adams is a common personal name shared by numerous individuals across fields such as sports, politics, academia, and the arts.
  • E. Jeff Freilich
    Jeff Freilich is a television producer best known for serving as an executive producer on the prime-time soap opera "Falcon Crest."
  • 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: Bradley J. Fischer
Triple: [The Departed, producer, Bradley J. Fischer]
Generated description
Bradley J. Fischer is an American film producer known for his work on major Hollywood thrillers and dramas, including collaborations with prominent directors on films like "The Departed."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bradley J. Fischer
Target entity description: Bradley J. Fischer is an American film producer known for his work on major Hollywood thrillers and dramas, including collaborations with prominent directors on films like "The Departed."
  • A. Arthur Schoenfeld
    Arthur Schoenfeld was an American diplomat who served as the United States Ambassador to Hungary during the mid-20th century.
  • B. George Schaefer
    George Schaefer was an American film executive and producer best known for his leadership at RKO Radio Pictures during the early 1940s, where he supported innovative projects such as Orson Welles’s work.
  • C. Garry Kasparov
    Garry Kasparov is a Russian chess grandmaster widely regarded as one of the greatest chess players in history and a prominent political activist and author.
  • D. Michael Adams
    Michael Adams is a common personal name shared by numerous individuals across fields such as sports, politics, academia, and the arts.
  • E. Jeff Freilich
    Jeff Freilich is a television producer best known for serving as an executive producer on the prime-time soap opera "Falcon Crest."
  • 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_69a88631854081909723959921e45c2b completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa6512804c8190a5743c10bd37f83f completed March 6, 2026, 5:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada9aa10b881909923b8d0f3a30ee6 completed March 8, 2026, 4:54 p.m.
NEDg Description generation batch_69adab05cf6c81909f4713664f508ad9 completed March 8, 2026, 4:59 p.m.
NED2 Entity disambiguation (via description) batch_69adaeb31430819083d033a3890eba49 completed March 8, 2026, 5:15 p.m.
Created at: March 4, 2026, 7:32 p.m.