Triple

T20736132
Position Surface form Disambiguated ID Type / Status
Subject Shauna Shipman E509710 entity
Predicate createdBy P806 FINISHED
Object Bart Nickerson
Bart Nickerson is a television writer and producer best known as the co-creator of the psychological thriller series "Yellowjackets."
E453314 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: Bart Nickerson | Statement: [Shauna Shipman, createdBy, Bart Nickerson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bart Nickerson
Context triple: [Shauna Shipman, createdBy, Bart Nickerson]
  • A. Bart Nickerson
    Bart Nickerson is a television writer and producer best known for co-creating the critically acclaimed psychological horror drama series "Yellowjackets."
  • B. Bart Wenrich
    Bart Wenrich is a television producer and director best known for his work on the Power franchise, including serving as an executive producer on Power Book II: Ghost.
  • C. Guy Weadick
    Guy Weadick was an American-born cowboy, promoter, and showman best known for creating the Calgary Stampede and helping popularize rodeo culture in Canada.
  • D. Billy Holbrook
    Billy Holbrook is the son of Hilly Holbrook, a prominent antagonist character in Kathryn Stockett’s novel "The Help."
  • E. Bobby Holbrook
    Bobby Holbrook is a cinematographer known for his work on the 2015 film "The Shelter."
  • 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: Bart Nickerson
Triple: [Shauna Shipman, createdBy, Bart Nickerson]
Generated description
Bart Nickerson is a television writer and producer best known as the co-creator of the psychological thriller series "Yellowjackets."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bart Nickerson
Target entity description: Bart Nickerson is a television writer and producer best known as the co-creator of the psychological thriller series "Yellowjackets."
  • A. Bart Nickerson chosen
    Bart Nickerson is a television writer and producer best known for co-creating the critically acclaimed psychological horror drama series "Yellowjackets."
  • B. Bart Wenrich
    Bart Wenrich is a television producer and director best known for his work on the Power franchise, including serving as an executive producer on Power Book II: Ghost.
  • C. Guy Weadick
    Guy Weadick was an American-born cowboy, promoter, and showman best known for creating the Calgary Stampede and helping popularize rodeo culture in Canada.
  • D. Billy Holbrook
    Billy Holbrook is the son of Hilly Holbrook, a prominent antagonist character in Kathryn Stockett’s novel "The Help."
  • E. Bobby Holbrook
    Bobby Holbrook is a cinematographer known for his work on the 2015 film "The Shelter."
  • F. None of above.

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_69e0b4c589c08190834fb5d86d0efa2b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c20a02d48190bba22d1bdbeb370d completed April 21, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09bb327ab88190b3373dcc68770a8a completed May 17, 2026, 12:57 p.m.
NEDg Description generation batch_6a09bea2b9788190b41d3da0b5f3329e completed May 17, 2026, 1:12 p.m.
NED2 Entity disambiguation (via description) batch_6a09bf3466848190b2a5793f5f51efd7 completed May 17, 2026, 1:14 p.m.
Created at: April 16, 2026, 12:31 p.m.