Triple
T21826930
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bernard F. Fisher |
E538878
|
entity |
| Predicate | placeOfHeroicAction |
P98317
|
FINISHED |
| Object | A Shau Valley, South Vietnam |
—
|
NE NERFINISHED |
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: A Shau Valley, South Vietnam | Statement: [Bernard F. Fisher, placeOfHeroicAction, A Shau Valley, South Vietnam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A Shau Valley, South Vietnam Context triple: [Bernard F. Fisher, placeOfHeroicAction, A Shau Valley, South Vietnam]
-
A.
An Khe, South Vietnam
An Khe, South Vietnam was a strategically important highland town and military base in Vietnam’s Central Highlands that served as a major U.S. Army hub and logistical center during the Vietnam War.
-
B.
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.
-
C.
Phuoc Vinh, South Vietnam
Phuoc Vinh, South Vietnam was a key U.S. Army base and provincial capital in Bình Dương Province that served as a major hub for American airmobile operations during the Vietnam War.
-
D.
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.
-
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A Shau Valley, South Vietnam Target entity description: A Shau Valley in South Vietnam is a remote, mountainous valley near the Laotian border that was a strategically vital and fiercely contested area during the Vietnam War.
-
A.
An Khe, South Vietnam
An Khe, South Vietnam was a strategically important highland town and military base in Vietnam’s Central Highlands that served as a major U.S. Army hub and logistical center during the Vietnam War.
-
B.
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.
-
C.
Phuoc Vinh, South Vietnam
Phuoc Vinh, South Vietnam was a key U.S. Army base and provincial capital in Bình Dương Province that served as a major hub for American airmobile operations during the Vietnam War.
-
D.
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.
-
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
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: placeOfHeroicAction Context triple: [Bernard F. Fisher, placeOfHeroicAction, A Shau Valley, South Vietnam]
-
A.
placeOfMainEngagement
Indicates the primary location where an entity carries out its main activities, operations, or engagements.
-
B.
MedalOfHonorActionPlace
chosen
Indicates the location where the action meriting the Medal of Honor took place.
-
C.
battleOccurredNear
Indicates that a battle took place in spatial proximity to a specified location or entity.
-
D.
capturedPlace
Indicates that an agent took control of or seized a specific place, typically through force or strategic action.
-
E.
victoryLocation
Indicates the place or setting where a victory or triumph occurs.
- F. None of above.
Provenance (3 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_69e0c475038c8190abb9b1a20eb8ff50 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f09132ae888190b8c1a8e75b96b5fd |
completed | April 28, 2026, 10:51 a.m. |
| PD | Predicate disambiguation | batch_69e6be815a108190be81d7c987d0c0d6 |
completed | April 21, 2026, 12:02 a.m. |
Created at: April 16, 2026, 6:54 p.m.