Triple
T6065920
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Ap Bac |
E135159
|
entity |
| Predicate | location |
P40
|
FINISHED |
| Object |
Ap Bac, Dinh Tuong Province, South Vietnam
Ap Bac, in Dinh Tuong Province of former South Vietnam, is a rural village best known as the site of a pivotal 1963 Vietnam War battle that exposed weaknesses in U.S.-backed South Vietnamese forces.
|
E567230
|
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: Ap Bac, Dinh Tuong Province, South Vietnam | Statement: [Battle of Ap Bac, location, Ap Bac, Dinh Tuong Province, South Vietnam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ap Bac, Dinh Tuong Province, South Vietnam Context triple: [Battle of Ap Bac, location, Ap Bac, Dinh Tuong Province, South Vietnam]
-
A.
Chu Lai, South Vietnam
Chu Lai, South Vietnam was a major U.S. Marine Corps base and coastal military area used as a strategic staging ground during the Vietnam War.
-
B.
Quảng Ngãi Province, South Vietnam
Quảng Ngãi Province in South Vietnam was a key battleground during the Vietnam War, notably the site of major early U.S. Marine operations such as Operation Starlite.
-
C.
Central Highlands, South Vietnam
Central Highlands, South Vietnam was a strategically vital, mountainous and forested region that served as a major battleground during the Vietnam War.
-
D.
Pac Bo, Cao Bang, Vietnam
Pac Bo in Cao Bang, Vietnam is a historic revolutionary site best known as an early base of operations for Ho Chi Minh and the Viet Minh during their struggle for independence.
-
E.
Southwestern Vietnam
Southwestern Vietnam is a region of Vietnam bordering Cambodia and the Gulf of Thailand, known for its Mekong Delta landscapes, coastal towns, and diverse cultural influences.
- 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: Ap Bac, Dinh Tuong Province, South Vietnam Triple: [Battle of Ap Bac, location, Ap Bac, Dinh Tuong Province, South Vietnam]
Generated description
Ap Bac, in Dinh Tuong Province of former South Vietnam, is a rural village best known as the site of a pivotal 1963 Vietnam War battle that exposed weaknesses in U.S.-backed South Vietnamese forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ap Bac, Dinh Tuong Province, South Vietnam Target entity description: Ap Bac, in Dinh Tuong Province of former South Vietnam, is a rural village best known as the site of a pivotal 1963 Vietnam War battle that exposed weaknesses in U.S.-backed South Vietnamese forces.
-
A.
Chu Lai, South Vietnam
Chu Lai, South Vietnam was a major U.S. Marine Corps base and coastal military area used as a strategic staging ground during the Vietnam War.
-
B.
Quảng Ngãi Province, South Vietnam
Quảng Ngãi Province in South Vietnam was a key battleground during the Vietnam War, notably the site of major early U.S. Marine operations such as Operation Starlite.
-
C.
Central Highlands, South Vietnam
Central Highlands, South Vietnam was a strategically vital, mountainous and forested region that served as a major battleground during the Vietnam War.
-
D.
Pac Bo, Cao Bang, Vietnam
Pac Bo in Cao Bang, Vietnam is a historic revolutionary site best known as an early base of operations for Ho Chi Minh and the Viet Minh during their struggle for independence.
-
E.
Southwestern Vietnam
Southwestern Vietnam is a region of Vietnam bordering Cambodia and the Gulf of Thailand, known for its Mekong Delta landscapes, coastal towns, and diverse cultural influences.
- 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_69c11d23dca8819080702ca0f05df5dd |
completed | March 23, 2026, 10:59 a.m. |
| NEDg | Description generation | batch_69c11dec348c819090715aa1ec407f11 |
completed | March 23, 2026, 11:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c11e5efd848190adb834e42b4bdc9e |
completed | March 23, 2026, 11:05 a.m. |
Created at: March 22, 2026, 4:10 p.m.