Triple
T5448102
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Le Duan |
E122298
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
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.
|
E520433
|
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: Pham Thi Bang | Statement: [Le Duan, spouse, Pham Thi Bang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pham Thi Bang Context triple: [Le Duan, spouse, Pham Thi Bang]
-
A.
Tran Van Huong
Tran Van Huong was a South Vietnamese politician who briefly served as president of South Vietnam during the final months of 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.
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.
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.
-
E.
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.
- 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: Pham Thi Bang Triple: [Le Duan, spouse, Pham Thi Bang]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pham Thi Bang Target entity description: 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.
-
A.
Tran Van Huong
Tran Van Huong was a South Vietnamese politician who briefly served as president of South Vietnam during the final months of 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.
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.
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.
-
E.
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.
- 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_69bd4640f52c81909e653ec361f66d76 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd91dbfd948190977513cf274af417 |
completed | March 20, 2026, 6:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf4137ecf881908f3f036457b59281 |
completed | March 22, 2026, 1:09 a.m. |
| NEDg | Description generation | batch_69bf4207393c819089b4fc6691a2d076 |
completed | March 22, 2026, 1:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf427e2bd08190b7664922d26e16d2 |
completed | March 22, 2026, 1:14 a.m. |
Created at: March 20, 2026, 2:07 p.m.