Triple
T14071292
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Hastings |
E338611
|
entity |
| Predicate | primaryAdversaryUnit |
P32752
|
FINISHED |
| Object |
324B Division of the People's Army of Vietnam
The 324B Division of the People's Army of Vietnam was a North Vietnamese Army infantry division that played a major combat role against U.S. and South Vietnamese forces during the Vietnam War.
|
E1078128
|
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: 324B Division of the People's Army of Vietnam | Statement: [Operation Hastings, primaryAdversaryUnit, 324B Division of the People's Army of Vietnam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 324B Division of the People's Army of Vietnam Context triple: [Operation Hastings, primaryAdversaryUnit, 324B Division of the People's Army of Vietnam]
-
A.
General Staff of the Vietnam People's Army
The General Staff of the Vietnam People's Army is the central military command and staff body responsible for operational planning, organization, and overall coordination of Vietnam’s armed forces.
-
B.
32nd Regiment, People's Army of Vietnam
The 32nd Regiment, People's Army of Vietnam was a North Vietnamese Army infantry unit noted for its involvement in major engagements of the Vietnam War, including early large-scale battles against U.S. forces.
-
C.
PAVN 320th Division
The PAVN 320th Division was a major North Vietnamese Army infantry formation that played a key role in several large-scale engagements during the Vietnam War.
-
D.
Long Binh Depot
Long Binh Depot is a major rail yard and maintenance facility serving as the operational base for Ho Chi Minh City's Metro Line 1.
-
E.
ARVN 23rd Division
The ARVN 23rd Division was a South Vietnamese Army infantry division that played a key defensive role in the Central Highlands during the Vietnam War, particularly in major engagements against North Vietnamese forces.
- 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: 324B Division of the People's Army of Vietnam Triple: [Operation Hastings, primaryAdversaryUnit, 324B Division of the People's Army of Vietnam]
Generated description
The 324B Division of the People's Army of Vietnam was a North Vietnamese Army infantry division that played a major combat role against U.S. and South Vietnamese forces during the Vietnam War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 324B Division of the People's Army of Vietnam Target entity description: The 324B Division of the People's Army of Vietnam was a North Vietnamese Army infantry division that played a major combat role against U.S. and South Vietnamese forces during the Vietnam War.
-
A.
General Staff of the Vietnam People's Army
The General Staff of the Vietnam People's Army is the central military command and staff body responsible for operational planning, organization, and overall coordination of Vietnam’s armed forces.
-
B.
32nd Regiment, People's Army of Vietnam
The 32nd Regiment, People's Army of Vietnam was a North Vietnamese Army infantry unit noted for its involvement in major engagements of the Vietnam War, including early large-scale battles against U.S. forces.
-
C.
PAVN 320th Division
The PAVN 320th Division was a major North Vietnamese Army infantry formation that played a key role in several large-scale engagements during the Vietnam War.
-
D.
Long Binh Depot
Long Binh Depot is a major rail yard and maintenance facility serving as the operational base for Ho Chi Minh City's Metro Line 1.
-
E.
ARVN 23rd Division
The ARVN 23rd Division was a South Vietnamese Army infantry division that played a key defensive role in the Central Highlands during the Vietnam War, particularly in major engagements against North Vietnamese forces.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: primaryAdversaryUnit Context triple: [Operation Hastings, primaryAdversaryUnit, 324B Division of the People's Army of Vietnam]
-
A.
primaryEnemy
Indicates that one entity is the main or most significant adversary or opponent of another entity.
-
B.
primaryEnemyForces
chosen
Indicates that the related entities constitute the main opposing or hostile forces in a conflict or competitive situation.
-
C.
primaryAdversaryDirection
Indicates the direction from an entity toward its main or most significant adversary.
-
D.
opposingCommander
Indicates that one entity serves as the commanding officer of a force that is in opposition or conflict with the force commanded by another entity.
-
E.
primaryAdversaryImplied
Indicates that an entity is understood or suggested, rather than explicitly stated, to be the main opponent or chief adversary of another entity.
- 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_69d81c67ba6c819091935650dfb3b895 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de5c5aa828819098ef55a70a0decbc |
completed | April 14, 2026, 3:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcb66cfe2c8190af8354316d4f4df9 |
completed | May 7, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_69fcc5c893dc81908538136e0f9170ca |
completed | May 7, 2026, 5:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcc64ac93c8190ad40a04c74f70e18 |
completed | May 7, 2026, 5:05 p.m. |
| PD | Predicate disambiguation | batch_69de05adef888190b023ab42ef5076b6 |
completed | April 14, 2026, 9:15 a.m. |
Created at: April 9, 2026, 10:21 p.m.