Triple

T13126897
Position Surface form Disambiguated ID Type / Status
Subject Bob Murawski E311866 entity
Predicate workedOn P3 FINISHED
Object The Hurt Business
The Hurt Business is a 2016 documentary film that explores the world of mixed martial arts and the lives of fighters within the sport.
E1022416 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: The Hurt Business | Statement: [Bob Murawski, workedOn, The Hurt Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Hurt Business
Context triple: [Bob Murawski, workedOn, The Hurt Business]
  • A. Tha Bizness
    Tha Bizness is an American hip hop and R&B production duo known for crafting beats for prominent artists across the rap and urban music scenes.
  • B. 1000 Hurts
    1000 Hurts is a critically acclaimed 2000 noise rock album by the American band Shellac, known for its abrasive sound, minimalist production, and stark, analog aesthetic.
  • C. The Haters
    The Haters is a young adult novel by Jesse Andrews that follows two friends on a chaotic, music-fueled road trip as they form an impromptu band and navigate adolescence.
  • D. What the Hell
    "What the Hell" is a pop-rock single by Canadian singer Avril Lavigne, released in 2011 as the lead track from her album "Goodbye Lullaby."
  • E. No Truce with Kings
    "No Truce with Kings" is a science fiction novella by Poul Anderson that explores political conflict and loyalty in a post-apocalyptic, fragmented future America.
  • 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: The Hurt Business
Triple: [Bob Murawski, workedOn, The Hurt Business]
Generated description
The Hurt Business is a 2016 documentary film that explores the world of mixed martial arts and the lives of fighters within the sport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Hurt Business
Target entity description: The Hurt Business is a 2016 documentary film that explores the world of mixed martial arts and the lives of fighters within the sport.
  • A. Tha Bizness
    Tha Bizness is an American hip hop and R&B production duo known for crafting beats for prominent artists across the rap and urban music scenes.
  • B. 1000 Hurts
    1000 Hurts is a critically acclaimed 2000 noise rock album by the American band Shellac, known for its abrasive sound, minimalist production, and stark, analog aesthetic.
  • C. The Haters
    The Haters is a young adult novel by Jesse Andrews that follows two friends on a chaotic, music-fueled road trip as they form an impromptu band and navigate adolescence.
  • D. What the Hell
    "What the Hell" is a pop-rock single by Canadian singer Avril Lavigne, released in 2011 as the lead track from her album "Goodbye Lullaby."
  • E. No Truce with Kings
    "No Truce with Kings" is a science fiction novella by Poul Anderson that explores political conflict and loyalty in a post-apocalyptic, fragmented future America.
  • 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_69d806a9fe888190b081e2d9ea665d6c completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9819aac388190b59bf43cc6a49d0c completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e28bdd6881909d01e550e99267e1 completed May 3, 2026, 5:52 a.m.
NEDg Description generation batch_69f6e383dd8c8190872304c99b753152 completed May 3, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69f6e47b052c8190a6f6ca5a6bd210f5 completed May 3, 2026, 6 a.m.
Created at: April 9, 2026, 9:07 p.m.