Triple

T13146004
Position Surface form Disambiguated ID Type / Status
Subject Tran Anh Hung E312334 entity
Predicate spouse P13 FINISHED
Object Tran Nu Yen Khe
Tran Nu Yen Khe is a Vietnamese-French actress and artist best known as the longtime muse and collaborator of director Tran Anh Hung, appearing in several of his acclaimed films.
 E1024329 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: Tran Nu Yen Khe | Statement: [Tran Anh Hung, spouse, Tran Nu Yen Khe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tran Nu Yen Khe
Context triple: [Tran Anh Hung, spouse, Tran Nu Yen Khe]
  • A. Dang Bich Ha
    Dang Bich Ha is best known as the wife of Vietnamese General Vo Nguyen Giap, a prominent military leader in Vietnam’s 20th-century history.
  • B. Tan Uyen
    Tan Uyen is a major industrial and urban town in southern Vietnam’s Bình Dương Province.
  • C. Nguyen Thi Mau
    Nguyen Thi Mau is best known as the wife of former South Vietnamese Air Marshal and Prime Minister Nguyen Cao Ky.
  • D. Pham Thi Bang
    Pham Thi Bang was the wife of Le Duan, the General Secretary of the Communist Party of Vietnam who led North Vietnam during much of the Vietnam War.
  • E. Nguyen Khanh
    Nguyen Khanh was a South Vietnamese army general and political leader who briefly led the country after orchestrating a military coup in 1964 during the Vietnam War era.
  • 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: Tran Nu Yen Khe
Triple: [Tran Anh Hung, spouse, Tran Nu Yen Khe]
Generated description
Tran Nu Yen Khe is a Vietnamese-French actress and artist best known as the longtime muse and collaborator of director Tran Anh Hung, appearing in several of his acclaimed films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tran Nu Yen Khe
Target entity description: Tran Nu Yen Khe is a Vietnamese-French actress and artist best known as the longtime muse and collaborator of director Tran Anh Hung, appearing in several of his acclaimed films.
  • A. Dang Bich Ha
    Dang Bich Ha is best known as the wife of Vietnamese General Vo Nguyen Giap, a prominent military leader in Vietnam’s 20th-century history.
  • B. Tan Uyen
    Tan Uyen is a major industrial and urban town in southern Vietnam’s Bình Dương Province.
  • C. Nguyen Thi Mau
    Nguyen Thi Mau is best known as the wife of former South Vietnamese Air Marshal and Prime Minister Nguyen Cao Ky.
  • D. Pham Thi Bang
    Pham Thi Bang was the wife of Le Duan, the General Secretary of the Communist Party of Vietnam who led North Vietnam during much of the Vietnam War.
  • E. Nguyen Khanh
    Nguyen Khanh was a South Vietnamese army general and political leader who briefly led the country after orchestrating a military coup in 1964 during the Vietnam War era.
  • 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98bcf6d0c819081d078f33e4bdedc completed April 10, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6eae675508190991ce5902768c45a completed May 3, 2026, 6:27 a.m.
NEDg Description generation batch_69f6ebb1cd208190970ad8c21e852d93 completed May 3, 2026, 6:31 a.m.
NED2 Entity disambiguation (via description) batch_69f6ec48035881909342b57c061a22a9 completed May 3, 2026, 6:33 a.m.
Created at: April 9, 2026, 9:10 p.m.