Triple

T2140153
Position Surface form Disambiguated ID Type / Status
Subject Open Road Films E46741 entity
Predicate notableRelease P13405 FINISHED
Object 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.
 E237579 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: [Open Road Films, notableRelease, Chef]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chef
Context triple: [Open Road Films, notableRelease, Chef]
  • A. 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."
  • B. Cook
    Cook is a surname shared by various notable individuals, including members of singer-songwriter Alicia Keys' family.
  • C. Roy Raymond
    Roy Raymond was an American entrepreneur best known for creating the lingerie retailer Victoria’s Secret in the 1970s.
  • D. Top Chef
    Top Chef is a long-running American reality competition television series in which professional chefs compete in culinary challenges judged by a panel of food and hospitality experts.
  • E. Jamie Oliver
    Jamie Oliver is a British celebrity chef, restaurateur, and food campaigner known for his television shows and activism to improve public health and school meals.
  • 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: [Open Road Films, notableRelease, Chef]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chef
Target entity description: 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.
  • A. 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."
  • B. Cook
    Cook is a surname shared by various notable individuals, including members of singer-songwriter Alicia Keys' family.
  • C. Roy Raymond
    Roy Raymond was an American entrepreneur best known for creating the lingerie retailer Victoria’s Secret in the 1970s.
  • D. Top Chef
    Top Chef is a long-running American reality competition television series in which professional chefs compete in culinary challenges judged by a panel of food and hospitality experts.
  • E. Jamie Oliver
    Jamie Oliver is a British celebrity chef, restaurateur, and food campaigner known for his television shows and activism to improve public health and school meals.
  • 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_69a88a174ab48190a5db20c132e5dccf completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbe04135c8190ab100b4b3879cb01 completed March 7, 2026, 5:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae51b37ce08190add9df46cc17ba89 completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae52e539f081908424c4093c125861 completed March 9, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_69ae5357e1088190bcffccb37030f3fc completed March 9, 2026, 4:58 a.m.
Created at: March 4, 2026, 7:44 p.m.