Triple

T16044673
Position Surface form Disambiguated ID Type / Status
Subject Fred Wolf E389185 entity
Predicate wrote P2831 FINISHED
Object Dirty Work
Dirty Work is a 1998 American comedy film starring Norm Macdonald and Artie Lange, known for its dark humor and cult following.
 E1083880 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: Dirty Work | Statement: [Fred Wolf, wrote, Dirty Work]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dirty Work
Context triple: [Fred Wolf, wrote, Dirty Work]
  • A. Dirty Work
    "Dirty Work" is a 1986 studio album by the Rolling Stones, known for its hard rock sound, turbulent recording period, and mixed critical reception.
  • B. Dirty Work
    "Dirty Work" is a soft rock song by Steely Dan, known for its smooth melody, soulful vocals, and themes of infidelity and moral compromise.
  • C. Dirty Work
    "Dirty Work" is a 1998 American comedy film starring Norm Macdonald and Artie Lange, directed by Bob Saget.
  • D. Slave to the Grind
    "Slave to the Grind" is a hard-hitting heavy metal song by American band Skid Row, known for its aggressive sound and socially charged lyrics.
  • E. Night Job
    "Night Job" is a popular hip-hop track by American rapper Bas, featuring J. Cole, known for its dark, introspective lyrics and atmospheric production.
  • 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: Dirty Work
Triple: [Fred Wolf, wrote, Dirty Work]
Generated description
Dirty Work is a 1998 American comedy film starring Norm Macdonald and Artie Lange, known for its dark humor and cult following.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dirty Work
Target entity description: Dirty Work is a 1998 American comedy film starring Norm Macdonald and Artie Lange, known for its dark humor and cult following.
  • A. Dirty Work
    "Dirty Work" is a 1986 studio album by the Rolling Stones, known for its hard rock sound, turbulent recording period, and mixed critical reception.
  • B. Dirty Work
    "Dirty Work" is a soft rock song by Steely Dan, known for its smooth melody, soulful vocals, and themes of infidelity and moral compromise.
  • C. Dirty Work chosen
    "Dirty Work" is a 1998 American comedy film starring Norm Macdonald and Artie Lange, directed by Bob Saget.
  • D. Slave to the Grind
    "Slave to the Grind" is a hard-hitting heavy metal song by American band Skid Row, known for its aggressive sound and socially charged lyrics.
  • E. Night Job
    "Night Job" is a popular hip-hop track by American rapper Bas, featuring J. Cole, known for its dark, introspective lyrics and atmospheric production.
  • F. None of above.

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_69d86dae698881908327ef2d67706cb9 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1835d1dac819089abec9f0668ec78 completed April 17, 2026, 12:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffe476d4488190abade3d6b4011435 completed May 10, 2026, 1:50 a.m.
NEDg Description generation batch_69ffe63f757c81908c7dc3c5ae3075c6 completed May 10, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69ffe6b3f25481908dd4b6108b5d95c0 completed May 10, 2026, 2 a.m.
Created at: April 10, 2026, 4:56 a.m.