Triple

T5690051
Position Surface form Disambiguated ID Type / Status
Subject Ngo E125405 entity
Predicate hasNotableBearer P458 FINISHED
Object Ngo Tuan Anh
Ngo Tuan Anh is a Vietnamese individual notable enough to be recognized as a prominent bearer of the surname Ngo.
E548902 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: Ngo Tuan Anh | Statement: [Ngo, hasNotableBearer, Ngo Tuan Anh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngo Tuan Anh
Context triple: [Ngo, hasNotableBearer, Ngo Tuan Anh]
  • A. Nguyen Duy Trinh
    Nguyen Duy Trinh was a Vietnamese revolutionary and diplomat who served as North Vietnam’s foreign minister and played a key role in international negotiations during the Vietnam War.
  • B. 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.
  • C. Nguyen Huu An
    Nguyen Huu An was a North Vietnamese general renowned for his leadership of People's Army of Vietnam forces in key battles of the Vietnam War, including early major engagements against U.S. troops.
  • D. Tran Le Xuan
    Tran Le Xuan, better known as Madame Nhu, was the influential and controversial de facto First Lady of South Vietnam during the early 1960s.
  • E. Ngo Kien Huy
    Ngo Kien Huy is a Vietnamese pop singer, actor, and television host known for his energetic performances and appearances in popular entertainment shows.
  • 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: Ngo Tuan Anh
Triple: [Ngo, hasNotableBearer, Ngo Tuan Anh]
Generated description
Ngo Tuan Anh is a Vietnamese individual notable enough to be recognized as a prominent bearer of the surname Ngo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngo Tuan Anh
Target entity description: Ngo Tuan Anh is a Vietnamese individual notable enough to be recognized as a prominent bearer of the surname Ngo.
  • A. Nguyen Duy Trinh
    Nguyen Duy Trinh was a Vietnamese revolutionary and diplomat who served as North Vietnam’s foreign minister and played a key role in international negotiations during the Vietnam War.
  • B. 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.
  • C. Nguyen Huu An
    Nguyen Huu An was a North Vietnamese general renowned for his leadership of People's Army of Vietnam forces in key battles of the Vietnam War, including early major engagements against U.S. troops.
  • D. Tran Le Xuan
    Tran Le Xuan, better known as Madame Nhu, was the influential and controversial de facto First Lady of South Vietnam during the early 1960s.
  • E. Ngo Kien Huy
    Ngo Kien Huy is a Vietnamese pop singer, actor, and television host known for his energetic performances and appearances in popular entertainment shows.
  • 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_69c0082bb19c8190823a4facd3cba79b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c023e340a08190b6175fad3e9a32b6 completed March 22, 2026, 5:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c097e2c0648190abedcd9ea463eb84 completed March 23, 2026, 1:31 a.m.
NEDg Description generation batch_69c098d889e08190adbd12504a7f3fa1 completed March 23, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c09990da18819099fdc8f25f2ddef2 completed March 23, 2026, 1:38 a.m.
Created at: March 22, 2026, 3:44 p.m.