Triple

T3755633
Position Surface form Disambiguated ID Type / Status
Subject Chef Art Smith’s Homecomin’ E82039 entity
Predicate creator P184 FINISHED
Object Art Smith
Art Smith is an American celebrity chef and restaurateur best known for his Southern-inspired cuisine and for serving as a personal chef to high-profile clients, including Oprah Winfrey.
 E385976 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: Art Smith | Statement: [Chef Art Smith’s Homecomin’, creator, Art Smith]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Art Smith
Context triple: [Chef Art Smith’s Homecomin’, creator, Art Smith]
  • A. Phil Smith
    Phil Smith was an American professional basketball player best known as a two-time NBA All-Star guard and key contributor to the Golden State Warriors’ 1975 championship team.
  • B. Charlie Smith
    Charlie Smith is a fictional protagonist featured as the central character in a narrative work.
  • C. Jack Smith
    Jack Smith is a person known primarily as a relative of Stan Smith, though no widely recognized public information specifically distinguishes him.
  • D. Johnny Smith
    Johnny Smith is the psychic protagonist of Stephen King’s novel "The Dead Zone," whose visions of the future drive the story’s moral and political suspense.
  • E. Arthur Smith
    Arthur Smith is a member of the Smith family, known as a son of FedEx founder Frederick W. Smith.
  • 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: Art Smith
Triple: [Chef Art Smith’s Homecomin’, creator, Art Smith]
Generated description
Art Smith is an American celebrity chef and restaurateur best known for his Southern-inspired cuisine and for serving as a personal chef to high-profile clients, including Oprah Winfrey.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Art Smith
Target entity description: Art Smith is an American celebrity chef and restaurateur best known for his Southern-inspired cuisine and for serving as a personal chef to high-profile clients, including Oprah Winfrey.
  • A. Phil Smith
    Phil Smith was an American professional basketball player best known as a two-time NBA All-Star guard and key contributor to the Golden State Warriors’ 1975 championship team.
  • B. Charlie Smith
    Charlie Smith is a fictional protagonist featured as the central character in a narrative work.
  • C. Jack Smith
    Jack Smith is a person known primarily as a relative of Stan Smith, though no widely recognized public information specifically distinguishes him.
  • D. Johnny Smith
    Johnny Smith is the psychic protagonist of Stephen King’s novel "The Dead Zone," whose visions of the future drive the story’s moral and political suspense.
  • E. Arthur Smith
    Arthur Smith is a member of the Smith family, known as a son of FedEx founder Frederick W. Smith.
  • 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_69ad8b1db40081908b61ffa6b78afd4d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb96dd908190b787b112ecd519df completed March 8, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e50bfdb0819097bdfdd38f553ada completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e6c7164881909f14bf5b57916ae3 completed March 14, 2026, 4:40 a.m.
NED2 Entity disambiguation (via description) batch_69b4e74df9b481909d5286c64ae6d91a completed March 14, 2026, 4:42 a.m.
Created at: March 8, 2026, 3:35 p.m.