Triple

T13119448
Position Surface form Disambiguated ID Type / Status
Subject Casey Cooke E311683 entity
Predicate associatedWith P37 FINISHED
Object David Dunn
David Dunn is the superhumanly strong, nearly invulnerable vigilante protagonist portrayed by Bruce Willis in M. Night Shyamalan’s Unbreakable film series.
E668076 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: David Dunn | Statement: [Casey Cooke, associatedWith, David Dunn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Dunn
Context triple: [Casey Cooke, associatedWith, David Dunn]
  • A. David Dunn
    David Dunn is the reluctant, superhumanly resilient security guard who discovers his extraordinary abilities in M. Night Shyamalan’s superhero thriller "Unbreakable."
  • B. Harry Dunne
    Harry Dunne is one of the two dim-witted but well-meaning protagonists in the comedy film "Dumb and Dumber," known for his goofy antics and close friendship with Lloyd Christmas.
  • C. Tony McGill
    Tony McGill is a music producer and bar owner best known as the husband of Irish actress Caitriona Balfe.
  • D. Chris Parker
    Chris Parker is a video game developer and producer best known as one of the founders of the role-playing game studio Obsidian Entertainment.
  • E. Lucas Dawson
    Lucas Dawson is an actor known for his role in the horror film "The Witch."
  • 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: David Dunn
Triple: [Casey Cooke, associatedWith, David Dunn]
Generated description
David Dunn is the superhumanly strong, nearly invulnerable vigilante protagonist portrayed by Bruce Willis in M. Night Shyamalan’s Unbreakable film series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Dunn
Target entity description: David Dunn is the superhumanly strong, nearly invulnerable vigilante protagonist portrayed by Bruce Willis in M. Night Shyamalan’s Unbreakable film series.
  • A. David Dunn chosen
    David Dunn is the reluctant, superhumanly resilient security guard who discovers his extraordinary abilities in M. Night Shyamalan’s superhero thriller "Unbreakable."
  • B. Harry Dunne
    Harry Dunne is one of the two dim-witted but well-meaning protagonists in the comedy film "Dumb and Dumber," known for his goofy antics and close friendship with Lloyd Christmas.
  • C. Tony McGill
    Tony McGill is a music producer and bar owner best known as the husband of Irish actress Caitriona Balfe.
  • D. Chris Parker
    Chris Parker is a video game developer and producer best known as one of the founders of the role-playing game studio Obsidian Entertainment.
  • E. Lucas Dawson
    Lucas Dawson is an actor known for his role in the horror film "The Witch."
  • 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_69d806a9fe888190b081e2d9ea665d6c completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98196e69081909111407ee3d9f08e completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6eadcd7048190aa740262679e5bab completed May 3, 2026, 6:27 a.m.
NEDg Description generation batch_69f6ec25ab3081908bff1f384f6c6083 completed May 3, 2026, 6:33 a.m.
NED2 Entity disambiguation (via description) batch_69f6ecc8f4e88190aac8ff2b24f2c78b completed May 3, 2026, 6:35 a.m.
Created at: April 9, 2026, 9:06 p.m.