Triple
T6065931
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Ap Bac |
E135159
|
entity |
| Predicate | commander |
P1061
|
FINISHED |
| Object |
Huynh Van Ngo
Huynh Van Ngo was a South Vietnamese military officer best known for his leadership role in the early Vietnam War engagement known as the Battle of Ap Bac.
|
E597361
|
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: Huynh Van Ngo | Statement: [Battle of Ap Bac, commander, Huynh Van Ngo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Huynh Van Ngo Context triple: [Battle of Ap Bac, commander, Huynh Van Ngo]
-
A.
Huynh Tan Phat
Huynh Tan Phat was a Vietnamese architect, revolutionary, and communist politician who played a key leadership role in the Viet Cong and later in the government of reunified Vietnam.
-
B.
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.
-
C.
Nguyen Huu Tri
Nguyen Huu Tri was a military commander noted for his leadership role in the Battle of Ap Bac during the Vietnam War.
-
D.
Nguyen Van
Nguyen Van is the Vietnamese given name of Nguyen Van Thieu, the former president of South Vietnam during the Vietnam War era.
-
E.
Tran Thien Khiem
Tran Thien Khiem was a South Vietnamese general and politician who served as Prime Minister of South Vietnam 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: Huynh Van Ngo Triple: [Battle of Ap Bac, commander, Huynh Van Ngo]
Generated description
Huynh Van Ngo was a South Vietnamese military officer best known for his leadership role in the early Vietnam War engagement known as the Battle of Ap Bac.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Huynh Van Ngo Target entity description: Huynh Van Ngo was a South Vietnamese military officer best known for his leadership role in the early Vietnam War engagement known as the Battle of Ap Bac.
-
A.
Huynh Tan Phat
Huynh Tan Phat was a Vietnamese architect, revolutionary, and communist politician who played a key leadership role in the Viet Cong and later in the government of reunified Vietnam.
-
B.
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.
-
C.
Nguyen Huu Tri
Nguyen Huu Tri was a military commander noted for his leadership role in the Battle of Ap Bac during the Vietnam War.
-
D.
Nguyen Van
Nguyen Van is the Vietnamese given name of Nguyen Van Thieu, the former president of South Vietnam during the Vietnam War era.
-
E.
Tran Thien Khiem
Tran Thien Khiem was a South Vietnamese general and politician who served as Prime Minister of South Vietnam 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_69c00878d06881909ee78e88913bf890 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c0573df7508190bbb5b496188b2f3e |
completed | March 22, 2026, 8:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c65faa58208190a44af8f9b26ddaf0 |
completed | March 27, 2026, 10:44 a.m. |
| NEDg | Description generation | batch_69c66094b02881909095735d73b28cf4 |
completed | March 27, 2026, 10:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c660e23be08190b219fcf1e6825972 |
completed | March 27, 2026, 10:50 a.m. |
Created at: March 22, 2026, 4:10 p.m.