Triple

T17067504
Position Surface form Disambiguated ID Type / Status
Subject South Park E414126 entity
Predicate mainCharacter P1183 FINISHED
Object Chef
Chef is a soulful, advice-giving school cafeteria worker in the animated series "South Park," known for his deep voice, musical interludes, and mentoring of the main children.
E1248074 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: Chef | Statement: [South Park, mainCharacter, Chef]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chef
Context triple: [South Park, mainCharacter, Chef]
  • A. Chef
    Chef is a 2014 American comedy-drama film written, directed by, and starring Jon Favreau as a chef who reinvents his career and life by starting a food truck business.
  • B. Chef
    Chef is a powerful configuration management and automation platform used to define infrastructure as code and manage complex server environments at scale.
  • C. Cuoco
    Cuoco is an Italian surname most prominently associated with American actress Kaley Cuoco, known for her role in the television series "The Big Bang Theory."
  • D. Chef Tate
    Chef Tate is a music producer known for contributing to 2 Chainz’s acclaimed trap album "Pretty Girls Like Trap Music."
  • E. The Chef
    The Chef is the stage name of Raekwon, a prominent American rapper and member of the Wu-Tang Clan known for his vivid, street-oriented storytelling.
  • 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: Chef
Triple: [South Park, mainCharacter, Chef]
Generated description
Chef is a soulful, advice-giving school cafeteria worker in the animated series "South Park," known for his deep voice, musical interludes, and mentoring of the main children.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chef
Target entity description: Chef is a soulful, advice-giving school cafeteria worker in the animated series "South Park," known for his deep voice, musical interludes, and mentoring of the main children.
  • A. Chef
    Chef is a 2014 American comedy-drama film written, directed by, and starring Jon Favreau as a chef who reinvents his career and life by starting a food truck business.
  • B. Chef
    Chef is a powerful configuration management and automation platform used to define infrastructure as code and manage complex server environments at scale.
  • C. Cuoco
    Cuoco is an Italian surname most prominently associated with American actress Kaley Cuoco, known for her role in the television series "The Big Bang Theory."
  • D. Chef Tate
    Chef Tate is a music producer known for contributing to 2 Chainz’s acclaimed trap album "Pretty Girls Like Trap Music."
  • E. The Chef
    The Chef is the stage name of Raekwon, a prominent American rapper and member of the Wu-Tang Clan known for his vivid, street-oriented storytelling.
  • 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_69d886cde3d481908d4d01ba88ba7eb7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3dbbddd708190a6192466b7dfd606 completed April 18, 2026, 7:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0123509e1481908cfc304b02fe8632 completed May 11, 2026, 12:31 a.m.
NEDg Description generation batch_6a012533f9a8819096ab9b821c848dd2 completed May 11, 2026, 12:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0125dead2481908a5c26bda5a7cd1f completed May 11, 2026, 12:42 a.m.
Created at: April 10, 2026, 5:34 a.m.