Triple

T19386806
Position Surface form Disambiguated ID Type / Status
Subject This Is Going to Hurt E484956 entity
Predicate composer P1361 FINISHED
Object Jody Talbot
Jody Talbot is a contemporary composer known for his work on film, television, and concert music, including the score for the series "This Is Going to Hurt."
 E1373080 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: Jody Talbot | Statement: [This Is Going to Hurt, composer, Jody Talbot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jody Talbot
Context triple: [This Is Going to Hurt, composer, Jody Talbot]
  • A. Ian Craig Marsh
    Ian Craig Marsh is a British electronic musician best known as a founding member of pioneering synth-pop bands The Human League and Heaven 17.
  • B. Jonathan Mannion
    Jonathan Mannion is an American photographer and music video director best known for his iconic portraits and visual work with major hip-hop and R&B artists.
  • C. Mark Ashurst-McGee
    Mark Ashurst-McGee is a historian and documentary editor known for his scholarship on early American religious history, particularly related to the Latter-day Saint movement.
  • D. Ian Briggs
    Ian Briggs is a British television writer best known for his work on the classic science fiction series Doctor Who.
  • E. Dale Russell
    Dale Russell is a Canadian paleontologist known for his influential work on theropod dinosaurs and hypotheses about dinosaur evolution and extinction.
  • 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: Jody Talbot
Triple: [This Is Going to Hurt, composer, Jody Talbot]
Generated description
Jody Talbot is a contemporary composer known for his work on film, television, and concert music, including the score for the series "This Is Going to Hurt."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jody Talbot
Target entity description: Jody Talbot is a contemporary composer known for his work on film, television, and concert music, including the score for the series "This Is Going to Hurt."
  • A. Ian Craig Marsh
    Ian Craig Marsh is a British electronic musician best known as a founding member of pioneering synth-pop bands The Human League and Heaven 17.
  • B. Jonathan Mannion
    Jonathan Mannion is an American photographer and music video director best known for his iconic portraits and visual work with major hip-hop and R&B artists.
  • C. Mark Ashurst-McGee
    Mark Ashurst-McGee is a historian and documentary editor known for his scholarship on early American religious history, particularly related to the Latter-day Saint movement.
  • D. Ian Briggs
    Ian Briggs is a British television writer best known for his work on the classic science fiction series Doctor Who.
  • E. Dale Russell
    Dale Russell is a Canadian paleontologist known for his influential work on theropod dinosaurs and hypotheses about dinosaur evolution and extinction.
  • 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_69d8e8d460d88190abf0591c5c9d2b0c completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e61b418f148190972b7b46038bc744 completed April 20, 2026, 12:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a072b82d6008190b26d95f4356afe5c completed May 15, 2026, 2:19 p.m.
NEDg Description generation batch_6a072c5c67d48190a393eef73abb8aba completed May 15, 2026, 2:23 p.m.
NED2 Entity disambiguation (via description) batch_6a072ccebb388190b48c181017d95290 completed May 15, 2026, 2:25 p.m.
Created at: April 10, 2026, 1:36 p.m.