Triple

T9161624
Position Surface form Disambiguated ID Type / Status
Subject Ian Kirkpatrick E219837 entity
Predicate notableWork P4 FINISHED
Object Talk Dirty
"Talk Dirty" is a hit pop-R&B song best known from Jason Derulo’s 2013 album, featuring a prominent saxophone hook and international chart success.
E781371 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: Talk Dirty | Statement: [Ian Kirkpatrick, notableWork, Talk Dirty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Talk Dirty
Context triple: [Ian Kirkpatrick, notableWork, Talk Dirty]
  • A. Seven Dirty Words
    Seven Dirty Words is George Carlin’s famous stand-up comedy routine that satirically examines censorship and taboo language, becoming a landmark in debates over free speech and broadcast regulation.
  • B. A Dirty Shame
    A Dirty Shame is a 2004 sex comedy film written and directed by John Waters that satirizes American attitudes toward sexuality.
  • C. Dirty
    "Dirty" is a 1992 alternative rock album by Sonic Youth, noted for its noisy guitar sound and association with the grunge era.
  • D. Play Dirty
    "Play Dirty" is a 1969 British war film set in North Africa during World War II, known for its gritty realism and cynical take on commando missions behind enemy lines.
  • E. Sad Songs for Dirty Lovers
    Sad Songs for Dirty Lovers is the second studio album by American indie rock band The National, noted for its raw, emotionally charged songwriting and darker, more expansive sound.
  • 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: Talk Dirty
Triple: [Ian Kirkpatrick, notableWork, Talk Dirty]
Generated description
"Talk Dirty" is a hit pop-R&B song best known from Jason Derulo’s 2013 album, featuring a prominent saxophone hook and international chart success.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Talk Dirty
Target entity description: "Talk Dirty" is a hit pop-R&B song best known from Jason Derulo’s 2013 album, featuring a prominent saxophone hook and international chart success.
  • A. Seven Dirty Words
    Seven Dirty Words is George Carlin’s famous stand-up comedy routine that satirically examines censorship and taboo language, becoming a landmark in debates over free speech and broadcast regulation.
  • B. A Dirty Shame
    A Dirty Shame is a 2004 sex comedy film written and directed by John Waters that satirizes American attitudes toward sexuality.
  • C. Dirty
    "Dirty" is a 1992 alternative rock album by Sonic Youth, noted for its noisy guitar sound and association with the grunge era.
  • D. Play Dirty
    "Play Dirty" is a 1969 British war film set in North Africa during World War II, known for its gritty realism and cynical take on commando missions behind enemy lines.
  • E. Sad Songs for Dirty Lovers
    Sad Songs for Dirty Lovers is the second studio album by American indie rock band The National, noted for its raw, emotionally charged songwriting and darker, more expansive sound.
  • 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_69ca83e3633c81908688a9fa2306ba99 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccaa2ac0508190b2f5c801c2c26d66 completed April 1, 2026, 5:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69d054770a0c819095cf0a7cc8d1a057 completed April 3, 2026, 11:59 p.m.
NEDg Description generation batch_69d0551895e48190bf1a4754bb5ab94c completed April 4, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_69d055b23f8c8190973832f60402c703 completed April 4, 2026, 12:05 a.m.
Created at: March 30, 2026, 7:21 p.m.