Triple

T3545661
Position Surface form Disambiguated ID Type / Status
Subject Dax Shepard E74989 entity
Predicate knownFor P22 FINISHED
Object Idiocracy
Idiocracy is a 2006 satirical science fiction comedy film that depicts a dystopian future where society has become overwhelmingly anti-intellectual and absurdly dumbed-down.
E367464 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: Idiocracy | Statement: [Dax Shepard, knownFor, Idiocracy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Idiocracy
Context triple: [Dax Shepard, knownFor, Idiocracy]
  • A. Bulworth
    Bulworth is a 1998 satirical political comedy film, written, directed by, and starring Warren Beatty as a disillusioned U.S. senator who begins speaking bluntly on the campaign trail.
  • B. Tropic Thunder
    Tropic Thunder is a 2008 satirical action-comedy film that parodies Hollywood war movies and the film industry, featuring an ensemble cast including Ben Stiller, Jack Black, and Robert Downey Jr.
  • C. Palookaville
    Palookaville is a 2004 studio album by British DJ and producer Norman Cook, better known as Fatboy Slim, blending big beat, electronic, and alternative influences.
  • D. Tucker & Dale vs. Evil
    Tucker & Dale vs. Evil is a 2010 horror-comedy film that parodies slasher tropes through the misadventures of two well-meaning hillbillies mistaken for killers by a group of college students.
  • E. Anchorman: The Legend of Ron Burgundy
    Anchorman: The Legend of Ron Burgundy is a 2004 satirical comedy film that parodies 1970s television news culture through the absurd misadventures of an egotistical anchorman and his colleagues.
  • 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: Idiocracy
Triple: [Dax Shepard, knownFor, Idiocracy]
Generated description
Idiocracy is a 2006 satirical science fiction comedy film that depicts a dystopian future where society has become overwhelmingly anti-intellectual and absurdly dumbed-down.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Idiocracy
Target entity description: Idiocracy is a 2006 satirical science fiction comedy film that depicts a dystopian future where society has become overwhelmingly anti-intellectual and absurdly dumbed-down.
  • A. Bulworth
    Bulworth is a 1998 satirical political comedy film, written, directed by, and starring Warren Beatty as a disillusioned U.S. senator who begins speaking bluntly on the campaign trail.
  • B. Tropic Thunder
    Tropic Thunder is a 2008 satirical action-comedy film that parodies Hollywood war movies and the film industry, featuring an ensemble cast including Ben Stiller, Jack Black, and Robert Downey Jr.
  • C. Palookaville
    Palookaville is a 2004 studio album by British DJ and producer Norman Cook, better known as Fatboy Slim, blending big beat, electronic, and alternative influences.
  • D. Tucker & Dale vs. Evil
    Tucker & Dale vs. Evil is a 2010 horror-comedy film that parodies slasher tropes through the misadventures of two well-meaning hillbillies mistaken for killers by a group of college students.
  • E. Anchorman: The Legend of Ron Burgundy
    Anchorman: The Legend of Ron Burgundy is a 2004 satirical comedy film that parodies 1970s television news culture through the absurd misadventures of an egotistical anchorman and his colleagues.
  • 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_69ad85d274cc8190ab59c97298a1cfbf completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbf77d938819095c72a88b5af644a completed March 8, 2026, 6:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b38be29b408190a8dba8c8ae2485a4 completed March 13, 2026, 4 a.m.
NEDg Description generation batch_69b38c6dbfcc8190897d0c12e8ce4416 completed March 13, 2026, 4:02 a.m.
NED2 Entity disambiguation (via description) batch_69b38cf9d8188190adb91671d062a6f9 completed March 13, 2026, 4:05 a.m.
Created at: March 8, 2026, 3:20 p.m.