Triple

T11991823
Position Surface form Disambiguated ID Type / Status
Subject Burn After Reading E285423 entity
Predicate character P662 FINISHED
Object Chad Feldheimer
Chad Feldheimer is a dim-witted but enthusiastic gym employee whose discovery of what he believes to be sensitive government information drives much of the darkly comic chaos in the film "Burn After Reading."
 E958507 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: Chad Feldheimer | Statement: [Burn After Reading, character, Chad Feldheimer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chad Feldheimer
Context triple: [Burn After Reading, character, Chad Feldheimer]
  • A. Chad Fischer
    Chad Fischer is an American composer, musician, and producer best known for his film and television scores, including his work on the soundtrack for the film "Garden State."
  • B. Chad Hugo
    Chad Hugo is an American record producer, multi-instrumentalist, and songwriter best known as one half of the influential production duo The Neptunes, alongside Pharrell Williams.
  • C. Buzz Feitshans
    Buzz Feitshans is an American film producer best known for his work on action films of the 1970s and 1980s, including collaborations with Sylvester Stallone.
  • D. Trent Olsen
    Trent Olsen is an American former child actor and the older brother of actresses Mary-Kate, Ashley, and Elizabeth Olsen.
  • E. Chad Hodge
    Chad Hodge is an American television writer and producer known for creating and developing series such as "Wayward Pines" and "Good Behavior."
  • 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: Chad Feldheimer
Triple: [Burn After Reading, character, Chad Feldheimer]
Generated description
Chad Feldheimer is a dim-witted but enthusiastic gym employee whose discovery of what he believes to be sensitive government information drives much of the darkly comic chaos in the film "Burn After Reading."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chad Feldheimer
Target entity description: Chad Feldheimer is a dim-witted but enthusiastic gym employee whose discovery of what he believes to be sensitive government information drives much of the darkly comic chaos in the film "Burn After Reading."
  • A. Chad Fischer
    Chad Fischer is an American composer, musician, and producer best known for his film and television scores, including his work on the soundtrack for the film "Garden State."
  • B. Chad Hugo
    Chad Hugo is an American record producer, multi-instrumentalist, and songwriter best known as one half of the influential production duo The Neptunes, alongside Pharrell Williams.
  • C. Buzz Feitshans
    Buzz Feitshans is an American film producer best known for his work on action films of the 1970s and 1980s, including collaborations with Sylvester Stallone.
  • D. Trent Olsen
    Trent Olsen is an American former child actor and the older brother of actresses Mary-Kate, Ashley, and Elizabeth Olsen.
  • E. Chad Hodge
    Chad Hodge is an American television writer and producer known for creating and developing series such as "Wayward Pines" and "Good Behavior."
  • 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903b11ac481909866b611380792e7 completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f4726696dc8190bf2a7aa43cb08b19 completed May 1, 2026, 9:29 a.m.
NEDg Description generation batch_69f47b7c5af08190ab0bff1232530a0c completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47dd51e648190bddd41766221e22d completed May 1, 2026, 10:17 a.m.
Created at: April 8, 2026, 9:46 p.m.