Triple

T4584275
Position Surface form Disambiguated ID Type / Status
Subject D. A. Pennebaker E101929 entity
Predicate spouse P13 FINISHED
Object Chris Hegedus
Chris Hegedus is an American documentary filmmaker known for her long-time collaboration with D. A. Pennebaker on influential cinéma vérité films.
 E454614 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: Chris Hegedus | Statement: [D. A. Pennebaker, spouse, Chris Hegedus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chris Hegedus
Context triple: [D. A. Pennebaker, spouse, Chris Hegedus]
  • A. Vern Sneider
    Vern Sneider was an American novelist best known for his humorous and satirical depictions of post–World War II American military occupation and cross-cultural encounters.
  • B. Paul Hirsch
    Paul Hirsch is an American film editor renowned for his work on major Hollywood films, including the original Star Wars.
  • C. Michael P. Steinberg
    Michael P. Steinberg is an American historian and musicologist known for his scholarship on German cultural and intellectual history and his leadership roles in higher education.
  • D. Bud Yorkin
    Bud Yorkin was an American television producer and director best known for his influential work in 1970s sitcoms that helped redefine socially conscious TV comedy.
  • E. Fred Herzog
    Fred Herzog was a silent film actor active in the 1920s, known for appearing in early American cinema productions.
  • 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: Chris Hegedus
Triple: [D. A. Pennebaker, spouse, Chris Hegedus]
Generated description
Chris Hegedus is an American documentary filmmaker known for her long-time collaboration with D. A. Pennebaker on influential cinéma vérité films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chris Hegedus
Target entity description: Chris Hegedus is an American documentary filmmaker known for her long-time collaboration with D. A. Pennebaker on influential cinéma vérité films.
  • A. Vern Sneider
    Vern Sneider was an American novelist best known for his humorous and satirical depictions of post–World War II American military occupation and cross-cultural encounters.
  • B. Paul Hirsch
    Paul Hirsch is an American film editor renowned for his work on major Hollywood films, including the original Star Wars.
  • C. Michael P. Steinberg
    Michael P. Steinberg is an American historian and musicologist known for his scholarship on German cultural and intellectual history and his leadership roles in higher education.
  • D. Bud Yorkin
    Bud Yorkin was an American television producer and director best known for his influential work in 1970s sitcoms that helped redefine socially conscious TV comedy.
  • E. Fred Herzog
    Fred Herzog was a silent film actor active in the 1920s, known for appearing in early American cinema productions.
  • 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_69bd43d4ce208190b53158c882b222e3 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd590411dc81909c55d1c42a4d44ef completed March 20, 2026, 2:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69bde0a18c90819083953e78fc6de8db completed March 21, 2026, 12:04 a.m.
NEDg Description generation batch_69bde2520f248190b746a322a3ec60bc completed March 21, 2026, 12:12 a.m.
NED2 Entity disambiguation (via description) batch_69bde2aaf654819093e1cb3a533fead1 completed March 21, 2026, 12:13 a.m.
Created at: March 20, 2026, 1:10 p.m.