Triple
T7274662
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 1st Cavalry Division (Airmobile) |
E162994
|
entity |
| Predicate | garrisonDuringVietnamWar |
P11474
|
FINISHED |
| Object |
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.
|
E653697
|
NE FINISHED |
How this triple was built (5 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: An Khe, South Vietnam | Statement: [1st Cavalry Division (Airmobile), garrisonDuringVietnamWar, An Khe, South Vietnam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: An Khe, South Vietnam Context triple: [1st Cavalry Division (Airmobile), garrisonDuringVietnamWar, An Khe, 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.
Khe Sanh
Khe Sanh is a town in Quảng Trị Province, Vietnam, best known as the site of a major and prolonged siege during the Vietnam War.
-
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.
Son Tay, French Indochina
Son Tay, French Indochina was a historic town and military garrison near Hanoi that served as an important administrative and strategic center during the French colonial period in Vietnam.
-
E.
I Corps Tactical Zone, South Vietnam
I Corps Tactical Zone, South Vietnam was the northernmost military region of South Vietnam during the Vietnam War, encompassing key coastal and border areas that saw some of the conflict’s heaviest fighting.
- 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: An Khe, South Vietnam Triple: [1st Cavalry Division (Airmobile), garrisonDuringVietnamWar, An Khe, South Vietnam]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: An Khe, South Vietnam Target entity description: 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.
-
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.
Khe Sanh
Khe Sanh is a town in Quảng Trị Province, Vietnam, best known as the site of a major and prolonged siege during the Vietnam War.
-
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.
Son Tay, French Indochina
Son Tay, French Indochina was a historic town and military garrison near Hanoi that served as an important administrative and strategic center during the French colonial period in Vietnam.
-
E.
I Corps Tactical Zone, South Vietnam
I Corps Tactical Zone, South Vietnam was the northernmost military region of South Vietnam during the Vietnam War, encompassing key coastal and border areas that saw some of the conflict’s heaviest fighting.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: garrisonDuringVietnamWar Context triple: [1st Cavalry Division (Airmobile), garrisonDuringVietnamWar, An Khe, South Vietnam]
-
A.
garrisonDuringColdWar
Indicates that a military force was stationed at a location as a garrison specifically during the Cold War period.
-
B.
garrisonDuringWar
chosen
Indicates that a military force is stationed in a specific location for defense or control during a time of war.
-
C.
garrisonServed
Indicates that a military unit or personnel were stationed at and performed service in a particular garrison or fortified location.
-
D.
positionOnVietnamWar
Indicates a person or entity’s stance, opinion, or policy position regarding the Vietnam War.
-
E.
garrisonAfterWar
Indicates that a military force is stationed in or occupies a location following the end of a war or major conflict.
- F. None of above.
Provenance (6 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_69c6885c5964819085b209701769877f |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6eb8a0b4881908ff27c5a75bd4a95 |
completed | March 27, 2026, 8:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7db2936dc8190aed38888bb5e47b8 |
completed | March 28, 2026, 1:44 p.m. |
| NEDg | Description generation | batch_69c7df512bac81909e7c413302afd4ea |
completed | March 28, 2026, 2:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7dfcdc3908190a7e5bf653b87ed00 |
completed | March 28, 2026, 2:03 p.m. |
| PD | Predicate disambiguation | batch_69c6e76a84a081908d4184c55b728e48 |
completed | March 27, 2026, 8:24 p.m. |
Created at: March 27, 2026, 2:58 p.m.