Triple

T7788566
Position Surface form Disambiguated ID Type / Status
Subject Nguyen Cao Ky E187311 entity
Predicate spouse P13 FINISHED
Object Nguyen Thi Mau
Nguyen Thi Mau is best known as the wife of former South Vietnamese Air Marshal and Prime Minister Nguyen Cao Ky.
 E695401 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: Nguyen Thi Mau | Statement: [Nguyen Cao Ky, spouse, Nguyen Thi Mau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nguyen Thi Mau
Context triple: [Nguyen Cao Ky, spouse, Nguyen Thi Mau]
  • A. 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.
  • B. Nguyen Thi Binh
    Nguyen Thi Binh is a Vietnamese revolutionary and diplomat who served as the chief negotiator for the Viet Cong at the Paris Peace Accords and later became Vietnam’s vice president.
  • C. 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.
  • D. Hoang Minh Thao
    Hoang Minh Thao was a prominent North Vietnamese general renowned for his strategic leadership in major campaigns during the Vietnam War.
  • E. Nguyễn Thị Mai Anh
    Nguyễn Thị Mai Anh was the First Lady of South Vietnam during the presidency of her husband Nguyễn Văn Thiệu and was known for her charitable and social work.
  • 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: Nguyen Thi Mau
Triple: [Nguyen Cao Ky, spouse, Nguyen Thi Mau]
Generated description
Nguyen Thi Mau is best known as the wife of former South Vietnamese Air Marshal and Prime Minister Nguyen Cao Ky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nguyen Thi Mau
Target entity description: Nguyen Thi Mau is best known as the wife of former South Vietnamese Air Marshal and Prime Minister Nguyen Cao Ky.
  • A. 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.
  • B. Nguyen Thi Binh
    Nguyen Thi Binh is a Vietnamese revolutionary and diplomat who served as the chief negotiator for the Viet Cong at the Paris Peace Accords and later became Vietnam’s vice president.
  • C. 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.
  • D. Hoang Minh Thao
    Hoang Minh Thao was a prominent North Vietnamese general renowned for his strategic leadership in major campaigns during the Vietnam War.
  • E. Nguyễn Thị Mai Anh
    Nguyễn Thị Mai Anh was the First Lady of South Vietnam during the presidency of her husband Nguyễn Văn Thiệu and was known for her charitable and social work.
  • 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_69ca82af2d2c8190963861f5e0b8bf21 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cae7e8a0d08190b6d4ca560681eb35 completed March 30, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb139fdf188190b1c80dd6d008c34d completed March 31, 2026, 12:21 a.m.
NEDg Description generation batch_69cb1a1414a08190912945cee30e6bc2 completed March 31, 2026, 12:49 a.m.
NED2 Entity disambiguation (via description) batch_69cb3843368881908d7c4d5a81c53a23 completed March 31, 2026, 2:58 a.m.
Created at: March 30, 2026, 4:25 p.m.