Triple

T8415442
Position Surface form Disambiguated ID Type / Status
Subject Thelma & Louise E198719 entity
Predicate screenwriter P2831 FINISHED
Object Callie Khouri
Callie Khouri is an American screenwriter and director best known for her Oscar-winning feminist road movie "Thelma & Louise."
 E732985 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: Callie Khouri | Statement: [Thelma & Louise, screenwriter, Callie Khouri]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Callie Khouri
Context triple: [Thelma & Louise, screenwriter, Callie Khouri]
  • A. Laura Ziskin
    Laura Ziskin was an American film and television producer best known for her work on the Spider-Man film franchise and for being the first woman to solo-produce the Academy Awards telecast.
  • B. Judine Brooks
    Judine Brooks is the wife of fantasy author Terry Brooks and is known for her long-term support of his writing career.
  • C. Lee Russell
    Lee Russell was an American photographer known for his work documenting rural life and poverty in the United States as part of the Farm Security Administration project during the Great Depression.
  • D. Lee Russell
    Lee Russell was the wife of British actor Herbert Marshall, known primarily for her marriage to the prominent film and stage star.
  • E. Robin Swicord
    Robin Swicord is an American screenwriter and director known for her literary adaptations, including films such as Little Women (1994), Memoirs of a Geisha, and The Curious Case of Benjamin Button.
  • 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: Callie Khouri
Triple: [Thelma & Louise, screenwriter, Callie Khouri]
Generated description
Callie Khouri is an American screenwriter and director best known for her Oscar-winning feminist road movie "Thelma & Louise."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Callie Khouri
Target entity description: Callie Khouri is an American screenwriter and director best known for her Oscar-winning feminist road movie "Thelma & Louise."
  • A. Laura Ziskin
    Laura Ziskin was an American film and television producer best known for her work on the Spider-Man film franchise and for being the first woman to solo-produce the Academy Awards telecast.
  • B. Judine Brooks
    Judine Brooks is the wife of fantasy author Terry Brooks and is known for her long-term support of his writing career.
  • C. Lee Russell
    Lee Russell was an American photographer known for his work documenting rural life and poverty in the United States as part of the Farm Security Administration project during the Great Depression.
  • D. Lee Russell
    Lee Russell was the wife of British actor Herbert Marshall, known primarily for her marriage to the prominent film and stage star.
  • E. Robin Swicord
    Robin Swicord is an American screenwriter and director known for her literary adaptations, including films such as Little Women (1994), Memoirs of a Geisha, and The Curious Case of Benjamin Button.
  • 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_69ca831201b481909e137936ef99ff11 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb83e443a08190983d9a0a61e0f781 completed March 31, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce0333a3488190ba30d03b1d7bacb1 completed April 2, 2026, 5:48 a.m.
NEDg Description generation batch_69ce0781859c8190bb92f41c00af459b completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce089d09c08190ba321aed4044a862 completed April 2, 2026, 6:11 a.m.
Created at: March 30, 2026, 6:06 p.m.