Triple

T6960038
Position Surface form Disambiguated ID Type / Status
Subject Johnny Knoxville E161345 entity
Predicate starredIn P1668 FINISHED
Object A Dirty Shame
A Dirty Shame is a 2004 sex comedy film written and directed by John Waters that satirizes American attitudes toward sexuality.
 E631050 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: A Dirty Shame | Statement: [Johnny Knoxville, starredIn, A Dirty Shame]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A Dirty Shame
Context triple: [Johnny Knoxville, starredIn, A Dirty Shame]
  • A. No Stranger to Shame
    "No Stranger to Shame" is the second studio album by American musician Uncle Kracker, blending rock, country, and pop influences.
  • B. Unashamed
    "Unashamed" is a song by Whitney Houston from her 2002 studio album "Just Whitney."
  • C. Ugly Truth
    "Ugly Truth" is a song by the American rock band Soundgarden from their 1989 album Louder Than Love.
  • D. The Ugly Truth
    The Ugly Truth is a 2009 romantic comedy film starring Katherine Heigl and Gerard Butler that explores the clash between idealistic romance and blunt relationship advice.
  • E. Disgrace
    Disgrace is a critically acclaimed novel by South African writer J. M. Coetzee that explores themes of power, shame, and post-apartheid social tensions through the downfall of a disgraced professor.
  • 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: A Dirty Shame
Triple: [Johnny Knoxville, starredIn, A Dirty Shame]
Generated description
A Dirty Shame is a 2004 sex comedy film written and directed by John Waters that satirizes American attitudes toward sexuality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A Dirty Shame
Target entity description: A Dirty Shame is a 2004 sex comedy film written and directed by John Waters that satirizes American attitudes toward sexuality.
  • A. No Stranger to Shame
    "No Stranger to Shame" is the second studio album by American musician Uncle Kracker, blending rock, country, and pop influences.
  • B. Unashamed
    "Unashamed" is a song by Whitney Houston from her 2002 studio album "Just Whitney."
  • C. Ugly Truth
    "Ugly Truth" is a song by the American rock band Soundgarden from their 1989 album Louder Than Love.
  • D. The Ugly Truth
    The Ugly Truth is a 2009 romantic comedy film starring Katherine Heigl and Gerard Butler that explores the clash between idealistic romance and blunt relationship advice.
  • E. Disgrace
    Disgrace is a critically acclaimed novel by South African writer J. M. Coetzee that explores themes of power, shame, and post-apartheid social tensions through the downfall of a disgraced professor.
  • 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_69c68852a9a0819097797e31d492e273 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6daedbb4c8190b46846fb1265b937 completed March 27, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7589892888190bf240bdbf107efcc completed March 28, 2026, 4:27 a.m.
NEDg Description generation batch_69c7596571a48190a8a04b9b24b5e4cb completed March 28, 2026, 4:30 a.m.
NED2 Entity disambiguation (via description) batch_69c75a57dc308190a691d3ae55cc39ef completed March 28, 2026, 4:34 a.m.
Created at: March 27, 2026, 2:29 p.m.