Triple

T2215031
Position Surface form Disambiguated ID Type / Status
Subject Nomadland E48011 entity
Predicate director P255 FINISHED
Object Chloé Zhao
Chloé Zhao is an acclaimed Chinese-born filmmaker known for her naturalistic, character-driven dramas and her Academy Award–winning work on the film "Nomadland."
 E243956 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: Chloé Zhao | Statement: [Nomadland, director, Chloé Zhao]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chloé Zhao
Context triple: [Nomadland, director, Chloé Zhao]
  • A. Niki Caro
    Niki Caro is a New Zealand filmmaker best known for directing character-driven dramas such as "Whale Rider" and "North Country," as well as Disney's live-action "Mulan."
  • B. Ellen Kuras
    Ellen Kuras is an acclaimed American cinematographer known for her innovative visual style on films such as "Eternal Sunshine of the Spotless Mind" and numerous documentaries.
  • C. Kasi Lemmons
    Kasi Lemmons is an American film director, screenwriter, and actress known for works such as "Eve's Bayou," "Harriet," and other character-driven dramas exploring African American experiences.
  • D. Barry Jenkins
    Barry Jenkins is an American filmmaker and screenwriter best known for directing the Academy Award–winning film "Moonlight," acclaimed for its lyrical storytelling and exploration of Black and queer identities.
  • E. Jane Campion
    Jane Campion is an acclaimed New Zealand filmmaker and screenwriter known for her psychologically rich, visually distinctive films such as "The Piano" and "The Power of the Dog," and for being the first woman to win the Palme d'Or and the second to win the Academy Award for Best Director.
  • 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: Chloé Zhao
Triple: [Nomadland, director, Chloé Zhao]
Generated description
Chloé Zhao is an acclaimed Chinese-born filmmaker known for her naturalistic, character-driven dramas and her Academy Award–winning work on the film "Nomadland."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chloé Zhao
Target entity description: Chloé Zhao is an acclaimed Chinese-born filmmaker known for her naturalistic, character-driven dramas and her Academy Award–winning work on the film "Nomadland."
  • A. Niki Caro
    Niki Caro is a New Zealand filmmaker best known for directing character-driven dramas such as "Whale Rider" and "North Country," as well as Disney's live-action "Mulan."
  • B. Ellen Kuras
    Ellen Kuras is an acclaimed American cinematographer known for her innovative visual style on films such as "Eternal Sunshine of the Spotless Mind" and numerous documentaries.
  • C. Kasi Lemmons
    Kasi Lemmons is an American film director, screenwriter, and actress known for works such as "Eve's Bayou," "Harriet," and other character-driven dramas exploring African American experiences.
  • D. Barry Jenkins
    Barry Jenkins is an American filmmaker and screenwriter best known for directing the Academy Award–winning film "Moonlight," acclaimed for its lyrical storytelling and exploration of Black and queer identities.
  • E. Jane Campion
    Jane Campion is an acclaimed New Zealand filmmaker and screenwriter known for her psychologically rich, visually distinctive films such as "The Piano" and "The Power of the Dog," and for being the first woman to win the Palme d'Or and the second to win the Academy Award for Best Director.
  • 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_69a88aa1ee708190862c8c378c41e9eb completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbff11574819091d1b50d637ae767 completed March 7, 2026, 6:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6554f3308190a180cac3ad7e2ce4 completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae65d419048190ad723d21ab7f1cab completed March 9, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69ae666e71908190b50be2cac5bdfa28 completed March 9, 2026, 6:19 a.m.
Created at: March 4, 2026, 7:46 p.m.