Triple

T2216112
Position Surface form Disambiguated ID Type / Status
Subject Billy Bob Thornton E48035 entity
Predicate notableWork P4 FINISHED
Object Bad Santa
Bad Santa is a 2003 dark comedy film about a cynical, alcoholic conman who poses as a mall Santa to rob shopping centers during the holidays.
E244308 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: Bad Santa | Statement: [Billy Bob Thornton, notableWork, Bad Santa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bad Santa
Context triple: [Billy Bob Thornton, notableWork, Bad Santa]
  • A. Talladega Nights: The Ballad of Ricky Bobby
    Talladega Nights: The Ballad of Ricky Bobby is a 2006 sports comedy film that satirizes NASCAR culture through the story of an overconfident race car driver’s fall and redemption.
  • B. Super Bad
    Super Bad is a funk song by James Brown, celebrated for its driving groove, dynamic horn arrangements, and influential role in shaping 1970s funk music.
  • C. Sneaky Pete
    Sneaky Pete is an American crime drama television series about a con man who assumes his former cellmate’s identity to escape his past, starring Giovanni Ribisi.
  • D. Deadbeat Holiday
    "Deadbeat Holiday" is a song by the American punk rock band Green Day from their 2000 album *Warning*.
  • E. Horrible Bosses
    Horrible Bosses is a 2011 dark comedy film about three friends who plot to murder their abusive employers, starring Jason Bateman, Charlie Day, and Jason Sudeikis.
  • 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: Bad Santa
Triple: [Billy Bob Thornton, notableWork, Bad Santa]
Generated description
Bad Santa is a 2003 dark comedy film about a cynical, alcoholic conman who poses as a mall Santa to rob shopping centers during the holidays.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bad Santa
Target entity description: Bad Santa is a 2003 dark comedy film about a cynical, alcoholic conman who poses as a mall Santa to rob shopping centers during the holidays.
  • A. Talladega Nights: The Ballad of Ricky Bobby
    Talladega Nights: The Ballad of Ricky Bobby is a 2006 sports comedy film that satirizes NASCAR culture through the story of an overconfident race car driver’s fall and redemption.
  • B. Super Bad
    Super Bad is a funk song by James Brown, celebrated for its driving groove, dynamic horn arrangements, and influential role in shaping 1970s funk music.
  • C. Sneaky Pete
    Sneaky Pete is an American crime drama television series about a con man who assumes his former cellmate’s identity to escape his past, starring Giovanni Ribisi.
  • D. Deadbeat Holiday
    "Deadbeat Holiday" is a song by the American punk rock band Green Day from their 2000 album *Warning*.
  • E. Horrible Bosses
    Horrible Bosses is a 2011 dark comedy film about three friends who plot to murder their abusive employers, starring Jason Bateman, Charlie Day, and Jason Sudeikis.
  • 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_69a88aa1ee708190862c8c378c41e9eb completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc00f4c3881909d03301fcdfa8b67 completed March 7, 2026, 6:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae65571b9481908f992cee85ee59eb completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae66411d848190a529018ad3765597 completed March 9, 2026, 6:18 a.m.
NED2 Entity disambiguation (via description) batch_69ae66a8cd9881908df2873e6159f293 completed March 9, 2026, 6:20 a.m.
Created at: March 4, 2026, 7:46 p.m.