Triple

T7809463
Position Surface form Disambiguated ID Type / Status
Subject Hot Water E180640 entity
Predicate castMember P1668 FINISHED
Object James Kelly
James Kelly is an actor known for his role in the film "Hot Water."
 E694545 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: James Kelly | Statement: [Hot Water, castMember, James Kelly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Kelly
Context triple: [Hot Water, castMember, James Kelly]
  • A. James Kelly
    James Kelly was a 19th-century American newspaper publisher and one of the founders of the Chicago Tribune.
  • B. James Kelly
    James Kelly is a NASA astronaut and former U.S. Air Force test pilot who flew as the pilot of the Space Shuttle Discovery on missions including the post-Columbia return-to-flight STS-114.
  • C. James Edward Kelly
    James Edward Kelly is a former American football quarterback best known for his Hall of Fame career with the Buffalo Bills in the NFL.
  • D. Lawrence Kelly
    Lawrence Kelly was an American arts patron and impresario best known for establishing the Lyric Opera of Chicago as a major opera company.
  • E. Timothy Kelly
    Timothy Kelly is the son of legendary American dancer, actor, and director Gene Kelly.
  • 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: James Kelly
Triple: [Hot Water, castMember, James Kelly]
Generated description
James Kelly is an actor known for his role in the film "Hot Water."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Kelly
Target entity description: James Kelly is an actor known for his role in the film "Hot Water."
  • A. James Kelly
    James Kelly was a 19th-century American newspaper publisher and one of the founders of the Chicago Tribune.
  • B. James Kelly
    James Kelly is a NASA astronaut and former U.S. Air Force test pilot who flew as the pilot of the Space Shuttle Discovery on missions including the post-Columbia return-to-flight STS-114.
  • C. James Edward Kelly
    James Edward Kelly is a former American football quarterback best known for his Hall of Fame career with the Buffalo Bills in the NFL.
  • D. Lawrence Kelly
    Lawrence Kelly was an American arts patron and impresario best known for establishing the Lyric Opera of Chicago as a major opera company.
  • E. Timothy Kelly
    Timothy Kelly is the son of legendary American dancer, actor, and director Gene Kelly.
  • 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_69ca827f6f148190beca4e245b993506 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69caf78bb4b08190b2b3b51c5a0a033c completed March 30, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb145b93788190a89f26dacbd0b437 completed March 31, 2026, 12:24 a.m.
NEDg Description generation batch_69cb173190a88190b31fd7973bc19d43 completed March 31, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a56d25881908b8413b82edf5508 completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:36 p.m.