Triple

T2139787
Position Surface form Disambiguated ID Type / Status
Subject Toy Story 2 E46735 entity
Predicate coDirector P17194 FINISHED
Object Ash Brannon
Ash Brannon is an American animator, director, and writer best known for his work at Pixar and on acclaimed animated films such as Toy Story 2 and Surf's Up.
E237524 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: Ash Brannon | Statement: [Toy Story 2, coDirector, Ash Brannon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ash Brannon
Context triple: [Toy Story 2, coDirector, Ash Brannon]
  • A. Darren Star
    Darren Star is an American television writer and producer best known for creating hit series such as "Sex and the City," "Beverly Hills, 90210," and "Melrose Place."
  • B. Jayne Appel
    Jayne Appel is a former American basketball center best known for her standout collegiate career at Stanford University and subsequent play in the WNBA.
  • C. Laura Hawkins
    Laura Hawkins was a childhood friend and early love interest of Mark Twain whose personality and experiences inspired the character Becky Thatcher in "The Adventures of Tom Sawyer."
  • D. Julie Cooper
    Julie Cooper is a central character in the 1970s–80s American sitcom "One Day at a Time," portrayed as one of Ann Romano’s teenage daughters navigating family and personal challenges.
  • E. Lynne Benioff
    Lynne Benioff is an American philanthropist and civic leader known for her work in healthcare, education, and community initiatives, often in partnership with her husband, Salesforce CEO Marc Benioff.
  • 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: Ash Brannon
Triple: [Toy Story 2, coDirector, Ash Brannon]
Generated description
Ash Brannon is an American animator, director, and writer best known for his work at Pixar and on acclaimed animated films such as Toy Story 2 and Surf's Up.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ash Brannon
Target entity description: Ash Brannon is an American animator, director, and writer best known for his work at Pixar and on acclaimed animated films such as Toy Story 2 and Surf's Up.
  • A. Darren Star
    Darren Star is an American television writer and producer best known for creating hit series such as "Sex and the City," "Beverly Hills, 90210," and "Melrose Place."
  • B. Jayne Appel
    Jayne Appel is a former American basketball center best known for her standout collegiate career at Stanford University and subsequent play in the WNBA.
  • C. Laura Hawkins
    Laura Hawkins was a childhood friend and early love interest of Mark Twain whose personality and experiences inspired the character Becky Thatcher in "The Adventures of Tom Sawyer."
  • D. Julie Cooper
    Julie Cooper is a central character in the 1970s–80s American sitcom "One Day at a Time," portrayed as one of Ann Romano’s teenage daughters navigating family and personal challenges.
  • E. Lynne Benioff
    Lynne Benioff is an American philanthropist and civic leader known for her work in healthcare, education, and community initiatives, often in partnership with her husband, Salesforce CEO Marc Benioff.
  • 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_69abbe025d3c81908bcb33a7ff09eae8 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.