Triple

T5102187
Position Surface form Disambiguated ID Type / Status
Subject Discovery Channel E115005 entity
Predicate hasProgram P178 FINISHED
Object Dirty Jobs
Dirty Jobs is a reality television series in which host Mike Rowe explores and participates in some of the dirtiest and most unusual occupations across America.
E494264 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 Jobs | Statement: [Discovery Channel, hasProgram, Dirty Jobs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dirty Jobs
Context triple: [Discovery Channel, hasProgram, Dirty Jobs]
  • 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. Man's Job
    "Man's Job" is a song by Bruce Springsteen from his 1992 album *Human Touch*, reflecting his rock style and storytelling about work, identity, and relationships.
  • C. Inside Job
    Inside Job is a 2000 studio album by American singer-songwriter Don Henley, marking his first solo release in over a decade and featuring reflective, socially conscious rock songs.
  • D. A Job to Live
    A Job to Live is a work by British politician and author Shirley Williams that reflects her engagement with social and political issues.
  • E. The Devil Finds Work
    The Devil Finds Work is a 1976 book-length essay by James Baldwin that blends memoir, film criticism, and social commentary to examine race, representation, and American cinema.
  • 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 Jobs
Triple: [Discovery Channel, hasProgram, Dirty Jobs]
Generated description
Dirty Jobs is a reality television series in which host Mike Rowe explores and participates in some of the dirtiest and most unusual occupations across America.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dirty Jobs
Target entity description: Dirty Jobs is a reality television series in which host Mike Rowe explores and participates in some of the dirtiest and most unusual occupations across America.
  • 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. Man's Job
    "Man's Job" is a song by Bruce Springsteen from his 1992 album *Human Touch*, reflecting his rock style and storytelling about work, identity, and relationships.
  • C. Inside Job
    Inside Job is a 2000 studio album by American singer-songwriter Don Henley, marking his first solo release in over a decade and featuring reflective, socially conscious rock songs.
  • D. A Job to Live
    A Job to Live is a work by British politician and author Shirley Williams that reflects her engagement with social and political issues.
  • E. The Devil Finds Work
    The Devil Finds Work is a 1976 book-length essay by James Baldwin that blends memoir, film criticism, and social commentary to examine race, representation, and American cinema.
  • 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_69bd4440b3348190be1251fd8b7951f1 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7584ed408190a6d1086588f24faa completed March 20, 2026, 4:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba9106ec8190839a7de183efa359 completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebafeeca08190baa9344d8628f325 completed March 21, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69bebc3ba76c8190a141ff7366a94f60 completed March 21, 2026, 3:41 p.m.
Created at: March 20, 2026, 1:41 p.m.