Triple

T11983339
Position Surface form Disambiguated ID Type / Status
Subject Raya and the Last Dragon E285212 entity
Predicate screenwriter P2831 FINISHED
Object Qui Nguyen
Qui Nguyen is an American playwright, television writer, and screenwriter known for his work on animated films such as Disney's "Raya and the Last Dragon" and for co-founding the theater company Vampire Cowboys.
E958221 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: Qui Nguyen | Statement: [Raya and the Last Dragon, screenwriter, Qui Nguyen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Qui Nguyen
Context triple: [Raya and the Last Dragon, screenwriter, Qui Nguyen]
  • A. Ellison Nguyen
    Ellison Nguyen is the child of Pulitzer Prize–winning Vietnamese American author and scholar Viet Thanh Nguyen.
  • B. Linh-Dan Pham
    Linh-Dan Pham is a Vietnamese-born French actress known for her acclaimed performances in European cinema, including her role in the award-winning film "The Beat That My Heart Skipped."
  • C. Tung Thanh Tran
    Tung Thanh Tran is an actor best known for his role in the 1987 war-comedy film "Good Morning, Vietnam."
  • D. Thien Khiem
    Thien Khiem is the given name of Tran Thien Khiem, a South Vietnamese military officer and politician who served as Prime Minister of South Vietnam during the Vietnam War era.
  • E. Oanh Nguyen
    Oanh Nguyen is an actor known for appearing in the film "Two Brothers."
  • 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: Qui Nguyen
Triple: [Raya and the Last Dragon, screenwriter, Qui Nguyen]
Generated description
Qui Nguyen is an American playwright, television writer, and screenwriter known for his work on animated films such as Disney's "Raya and the Last Dragon" and for co-founding the theater company Vampire Cowboys.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Qui Nguyen
Target entity description: Qui Nguyen is an American playwright, television writer, and screenwriter known for his work on animated films such as Disney's "Raya and the Last Dragon" and for co-founding the theater company Vampire Cowboys.
  • A. Ellison Nguyen
    Ellison Nguyen is the child of Pulitzer Prize–winning Vietnamese American author and scholar Viet Thanh Nguyen.
  • B. Linh-Dan Pham
    Linh-Dan Pham is a Vietnamese-born French actress known for her acclaimed performances in European cinema, including her role in the award-winning film "The Beat That My Heart Skipped."
  • C. Tung Thanh Tran
    Tung Thanh Tran is an actor best known for his role in the 1987 war-comedy film "Good Morning, Vietnam."
  • D. Thien Khiem
    Thien Khiem is the given name of Tran Thien Khiem, a South Vietnamese military officer and politician who served as Prime Minister of South Vietnam during the Vietnam War era.
  • E. Oanh Nguyen
    Oanh Nguyen is an actor known for appearing in the film "Two Brothers."
  • 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903973c848190aac871d6dfecc74b completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f472286edc8190ac72d7dd2b646c91 completed May 1, 2026, 9:28 a.m.
NEDg Description generation batch_69f47b7c5af08190ab0bff1232530a0c completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47dd51e648190bddd41766221e22d completed May 1, 2026, 10:17 a.m.
Created at: April 8, 2026, 9:46 p.m.