Triple

T10060171
Position Surface form Disambiguated ID Type / Status
Subject Tạ Quang Bửu Library E208967 entity
Predicate namedAfter P63 FINISHED
Object Tạ Quang Bửu
Tạ Quang Bửu was a prominent Vietnamese mathematician, educator, and statesman who played a key role in developing Vietnam’s science and technology education.
 E840106 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: Tạ Quang Bửu | Statement: [Tạ Quang Bửu Library, namedAfter, Tạ Quang Bửu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tạ Quang Bửu
Context triple: [Tạ Quang Bửu Library, namedAfter, Tạ Quang Bửu]
  • A. Nguyễn Hữu Thọ
    Nguyễn Hữu Thọ was a Vietnamese lawyer, revolutionary, and politician who served as a prominent leader of the National Liberation Front and later held top state positions in unified Vietnam.
  • B. Ngô Viết Thụ
    Ngô Viết Thụ was a prominent Vietnamese architect renowned for his modernist designs and influential role in shaping mid-20th-century architecture in Vietnam.
  • C. Bui Tuong Phong
    Bui Tuong Phong was a Vietnamese-born computer scientist best known for pioneering the Phong shading and Phong reflection models, foundational techniques in 3D computer graphics.
  • D. Nguyễn Văn Minh
    Nguyễn Văn Minh was a South Vietnamese general best known for leading the defense of An Lộc during the 1972 Easter Offensive in the Vietnam War.
  • E. Phan Đình Khải
    Phan Đình Khải, better known by his revolutionary name Lê Đức Thọ, was a Vietnamese communist politician and diplomat who co-received (and declined) the 1973 Nobel Peace Prize for negotiating the Paris Peace Accords to end the Vietnam War.
  • 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: Tạ Quang Bửu
Triple: [Tạ Quang Bửu Library, namedAfter, Tạ Quang Bửu]
Generated description
Tạ Quang Bửu was a prominent Vietnamese mathematician, educator, and statesman who played a key role in developing Vietnam’s science and technology education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tạ Quang Bửu
Target entity description: Tạ Quang Bửu was a prominent Vietnamese mathematician, educator, and statesman who played a key role in developing Vietnam’s science and technology education.
  • A. Nguyễn Hữu Thọ
    Nguyễn Hữu Thọ was a Vietnamese lawyer, revolutionary, and politician who served as a prominent leader of the National Liberation Front and later held top state positions in unified Vietnam.
  • B. Ngô Viết Thụ
    Ngô Viết Thụ was a prominent Vietnamese architect renowned for his modernist designs and influential role in shaping mid-20th-century architecture in Vietnam.
  • C. Bui Tuong Phong
    Bui Tuong Phong was a Vietnamese-born computer scientist best known for pioneering the Phong shading and Phong reflection models, foundational techniques in 3D computer graphics.
  • D. Nguyễn Văn Minh
    Nguyễn Văn Minh was a South Vietnamese general best known for leading the defense of An Lộc during the 1972 Easter Offensive in the Vietnam War.
  • E. Phan Đình Khải
    Phan Đình Khải, better known by his revolutionary name Lê Đức Thọ, was a Vietnamese communist politician and diplomat who co-received (and declined) the 1973 Nobel Peace Prize for negotiating the Paris Peace Accords to end the Vietnam War.
  • 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_69ca836094408190a36a1ea7e9a86fcd completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcfd0d23081909510785ef8a186a3 completed April 2, 2026, 2:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b624191c819093b8392b5573fa96 completed April 5, 2026, 7:21 p.m.
NEDg Description generation batch_69d2b741cad481909f04e2f8da68753c completed April 5, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69d2b805afa08190a43745d764a75050 completed April 5, 2026, 7:29 p.m.
Created at: March 30, 2026, 8:57 p.m.