Triple

T2245990
Position Surface form Disambiguated ID Type / Status
Subject James Franco E49504 entity
Predicate notableWork P4 FINISHED
Object The Disaster Artist
The Disaster Artist is a 2017 biographical comedy-drama film directed by and starring James Franco that chronicles the making of Tommy Wiseau’s cult movie The Room.
E247993 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: The Disaster Artist | Statement: [James Franco, notableWork, The Disaster Artist]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Disaster Artist
Context triple: [James Franco, notableWork, The Disaster Artist]
  • A. 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.
  • B. Hail, Caesar!
    Hail, Caesar! is a 2016 satirical comedy film by the Coen brothers that follows a Hollywood fixer dealing with a kidnapped movie star in 1950s Los Angeles.
  • C. 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.
  • D. Don't Look Up
    "Don't Look Up" is a 2021 satirical science fiction film directed by Adam McKay that follows two astronomers trying to warn humanity about an approaching comet that will destroy Earth.
  • E. Superbad
    Superbad is a 2007 coming-of-age teen comedy film about two socially awkward high school friends navigating one wild night before graduation.
  • 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: The Disaster Artist
Triple: [James Franco, notableWork, The Disaster Artist]
Generated description
The Disaster Artist is a 2017 biographical comedy-drama film directed by and starring James Franco that chronicles the making of Tommy Wiseau’s cult movie The Room.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Disaster Artist
Target entity description: The Disaster Artist is a 2017 biographical comedy-drama film directed by and starring James Franco that chronicles the making of Tommy Wiseau’s cult movie The Room.
  • A. 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.
  • B. Hail, Caesar!
    Hail, Caesar! is a 2016 satirical comedy film by the Coen brothers that follows a Hollywood fixer dealing with a kidnapped movie star in 1950s Los Angeles.
  • C. 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.
  • D. Don't Look Up
    "Don't Look Up" is a 2021 satirical science fiction film directed by Adam McKay that follows two astronomers trying to warn humanity about an approaching comet that will destroy Earth.
  • E. Superbad
    Superbad is a 2007 coming-of-age teen comedy film about two socially awkward high school friends navigating one wild night before graduation.
  • 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_69a88aa979788190ad6500f1d8eee2fc completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc0ea75d881909d4e176a432f32e8 completed March 7, 2026, 6:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b1284d0819093b041ede90d4c53 completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6bcfd2c481908f69df77f40655e2 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c4d9c04819086e3091bbbf16099 completed March 9, 2026, 6:44 a.m.
Created at: March 4, 2026, 7:47 p.m.