Triple

T12425607
Position Surface form Disambiguated ID Type / Status
Subject Expend4bles E296890 entity
Predicate hasCastMember P2308 FINISHED
Object Levy Tran
Levy Tran is an American actress and model known for her roles in action films and television series such as "The Haunting of Hill House" and "MacGyver."
 E980578 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: Levy Tran | Statement: [Expend4bles, hasCastMember, Levy Tran]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Levy Tran
Context triple: [Expend4bles, hasCastMember, Levy Tran]
  • A. Quyen Tran
    Quyen Tran is an American cinematographer known for her visually expressive work on independent films and character-driven stories.
  • B. Ellison Nguyen
    Ellison Nguyen is the child of Pulitzer Prize–winning Vietnamese American author and scholar Viet Thanh Nguyen.
  • C. Patrick Y. Lee
    Patrick Y. Lee is an entrepreneur best known as one of the co-founders of the film and television review aggregation website Rotten Tomatoes.
  • D. Tung Thanh Tran
    Tung Thanh Tran is an actor best known for his role in the 1987 war-comedy film "Good Morning, Vietnam."
  • E. David Luan
    David Luan is an AI researcher and entrepreneur known for his work on large language models at OpenAI and as co-founder and CEO of Adept AI.
  • 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: Levy Tran
Triple: [Expend4bles, hasCastMember, Levy Tran]
Generated description
Levy Tran is an American actress and model known for her roles in action films and television series such as "The Haunting of Hill House" and "MacGyver."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Levy Tran
Target entity description: Levy Tran is an American actress and model known for her roles in action films and television series such as "The Haunting of Hill House" and "MacGyver."
  • A. Quyen Tran
    Quyen Tran is an American cinematographer known for her visually expressive work on independent films and character-driven stories.
  • B. Ellison Nguyen
    Ellison Nguyen is the child of Pulitzer Prize–winning Vietnamese American author and scholar Viet Thanh Nguyen.
  • C. Patrick Y. Lee
    Patrick Y. Lee is an entrepreneur best known as one of the co-founders of the film and television review aggregation website Rotten Tomatoes.
  • D. Tung Thanh Tran
    Tung Thanh Tran is an actor best known for his role in the 1987 war-comedy film "Good Morning, Vietnam."
  • E. David Luan
    David Luan is an AI researcher and entrepreneur known for his work on large language models at OpenAI and as co-founder and CEO of Adept AI.
  • 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_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d7b6bd08190b30beba393a5b1e7 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6349716fc8190997b54a50d29827a completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f6356ce3f4819087d1703db655cbb4 completed May 2, 2026, 5:33 p.m.
NED2 Entity disambiguation (via description) batch_69f63693f5c881909a9683a0c6a68739 completed May 2, 2026, 5:38 p.m.
Created at: April 8, 2026, 9:55 p.m.