Triple

T22956971
Position Surface form Disambiguated ID Type / Status
Subject Big Shots E570785 entity
Predicate mainCharacter P1183 FINISHED
Object James Walker
James Walker is the central protagonist of the television series "Big Shots," around whom the show's corporate and personal dramas revolve.
 E1563611 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 Walker | Statement: [Big Shots, mainCharacter, James Walker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Walker
Context triple: [Big Shots, mainCharacter, James Walker]
  • A. James Walker
    James Walker was a prominent 19th-century British civil engineer known for his influential role in advancing the profession and shaping major infrastructure projects in the United Kingdom.
  • B. James Walker
    James Walker is a central character in the horror film "Amityville: The Awakening," around whom much of the supernatural tension and family drama revolves.
  • C. James Walker
    James Walker is an entrepreneur best known as the founder of the ICE organization.
  • D. James Walker
    James Walker is a scholar known for his work on game theory and the governance of common-pool resources, including coauthoring influential research on rules and collective action.
  • E. Rob Walker
    Rob Walker is a technology entrepreneur best known as a co-founder of the semiconductor company LSI Logic.
  • 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 Walker
Triple: [Big Shots, mainCharacter, James Walker]
Generated description
James Walker is the central protagonist of the television series "Big Shots," around whom the show's corporate and personal dramas revolve.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Walker
Target entity description: James Walker is the central protagonist of the television series "Big Shots," around whom the show's corporate and personal dramas revolve.
  • A. James Walker
    James Walker was a prominent 19th-century British civil engineer known for his influential role in advancing the profession and shaping major infrastructure projects in the United Kingdom.
  • B. James Walker
    James Walker is a scholar known for his work on game theory and the governance of common-pool resources, including coauthoring influential research on rules and collective action.
  • C. James Walker
    James Walker is a central character in the horror film "Amityville: The Awakening," around whom much of the supernatural tension and family drama revolves.
  • D. James Walker
    James Walker is an entrepreneur best known as the founder of the ICE organization.
  • E. Rob Walker
    Rob Walker is a technology entrepreneur best known as a co-founder of the semiconductor company LSI Logic.
  • 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_69e245b212a88190b5259caf51606084 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f181f15ebc8190bf477539f7c23985 completed April 29, 2026, 3:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bca1bbba0819097115ef1d032d3f6 completed May 19, 2026, 2:25 a.m.
NEDg Description generation batch_6a0bcaebed688190b2ea74c588922d98 completed May 19, 2026, 2:29 a.m.
NED2 Entity disambiguation (via description) batch_6a0bcbec354081909dbeeb389e86d38c completed May 19, 2026, 2:33 a.m.
Created at: April 17, 2026, 3:47 p.m.