Triple

T11253734
Position Surface form Disambiguated ID Type / Status
Subject Bill Hicks E266384 entity
Predicate notableWork P4 FINISHED
Object Relentless
Relentless is a 1992 stand-up comedy special by American comedian Bill Hicks, known for its dark, incisive social and political commentary.
E914492 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: Relentless | Statement: [Bill Hicks, notableWork, Relentless]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Relentless
Context triple: [Bill Hicks, notableWork, Relentless]
  • A. Relentless
    Relentless is a 1989 American crime thriller film about a relentless serial killer and the detective determined to stop him.
  • B. Hellbent
    "Hellbent" is a track from Perfume Genius’s experimental art-pop album "Ugly Season," known for its intense, emotionally charged atmosphere and avant-garde production.
  • C. Insatiable
    "Insatiable" is a soulful R&B ballad by Prince, released in 1991 and known for its sensual lyrics and slow-burning, romantic atmosphere.
  • D. Insatiable
    Insatiable is a dark comedy-drama television series that follows a bullied teenager who seeks revenge and beauty-pageant glory after a dramatic physical transformation.
  • E. Tougher Than the Rest
    "Tougher Than the Rest" is a Bruce Springsteen song, known as a gritty, mid-tempo ballad of resilience and devotion from his 1987 album "Tunnel of Love."
  • 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: Relentless
Triple: [Bill Hicks, notableWork, Relentless]
Generated description
Relentless is a 1992 stand-up comedy special by American comedian Bill Hicks, known for its dark, incisive social and political commentary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Relentless
Target entity description: Relentless is a 1992 stand-up comedy special by American comedian Bill Hicks, known for its dark, incisive social and political commentary.
  • A. Relentless
    Relentless is a 1989 American crime thriller film about a relentless serial killer and the detective determined to stop him.
  • B. Hellbent
    "Hellbent" is a track from Perfume Genius’s experimental art-pop album "Ugly Season," known for its intense, emotionally charged atmosphere and avant-garde production.
  • C. Insatiable
    "Insatiable" is a soulful R&B ballad by Prince, released in 1991 and known for its sensual lyrics and slow-burning, romantic atmosphere.
  • D. Insatiable
    Insatiable is a dark comedy-drama television series that follows a bullied teenager who seeks revenge and beauty-pageant glory after a dramatic physical transformation.
  • E. Tougher Than the Rest
    "Tougher Than the Rest" is a Bruce Springsteen song, known as a gritty, mid-tempo ballad of resilience and devotion from his 1987 album "Tunnel of Love."
  • 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e933648481909873094bc89ed041 completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4cc941d34819099ae30713bdd03e5 completed April 19, 2026, 12:37 p.m.
NEDg Description generation batch_69e4d9ec9964819084bd7118e49c41a2 completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4ddab4ef48190ab7f371da765c6c0 completed April 19, 2026, 1:50 p.m.
Created at: April 8, 2026, 9:31 p.m.