Triple
T8805466
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fredrik Logevall |
E209517
|
entity |
| Predicate | workFocus |
P31
|
FINISHED |
| Object |
origins and escalation of the Vietnam War
The origins and escalation of the Vietnam War encompass the complex political, ideological, and military developments—from colonial struggles and Cold War rivalries to U.S. intervention—that transformed a regional conflict into a major international war.
|
E160660
|
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: origins and escalation of the Vietnam War | Statement: [Fredrik Logevall, workFocus, origins and escalation of the Vietnam War]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: origins and escalation of the Vietnam War Context triple: [Fredrik Logevall, workFocus, origins and escalation of the Vietnam War]
-
A.
Vietnam War
The Vietnam War was a protracted Cold War-era conflict in Southeast Asia, primarily between communist North Vietnam and U.S.-backed South Vietnam, that profoundly shaped global politics, military strategy, and American society.
-
B.
Americanization of the Vietnam War
The Americanization of the Vietnam War refers to the period when the United States massively escalated its direct military involvement in Vietnam, relying heavily on U.S. combat troops and resources to fight the conflict.
-
C.
Vietnamization
Vietnamization was a U.S. strategy during the Vietnam War that sought to shift combat responsibilities to South Vietnamese forces while gradually withdrawing American troops.
-
D.
Crafting the U.S. strategy during the Vietnam War era
"Crafting the U.S. strategy during the Vietnam War era" is a historical analysis that examines how American policymakers formulated and debated the military and political approach to the Vietnam conflict.
-
E.
Indochina conflicts
The Indochina conflicts were a series of mid-20th-century wars in Southeast Asia involving decolonization struggles, Cold War rivalries, and regional power contests centered on Vietnam, Laos, and Cambodia.
- 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: origins and escalation of the Vietnam War Triple: [Fredrik Logevall, workFocus, origins and escalation of the Vietnam War]
Generated description
The origins and escalation of the Vietnam War encompass the complex political, ideological, and military developments—from colonial struggles and Cold War rivalries to U.S. intervention—that transformed a regional conflict into a major international war.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: origins and escalation of the Vietnam War Target entity description: The origins and escalation of the Vietnam War encompass the complex political, ideological, and military developments—from colonial struggles and Cold War rivalries to U.S. intervention—that transformed a regional conflict into a major international war.
-
A.
Vietnam War
The Vietnam War was a protracted Cold War-era conflict in Southeast Asia, primarily between communist North Vietnam and U.S.-backed South Vietnam, that profoundly shaped global politics, military strategy, and American society.
-
B.
Americanization of the Vietnam War
The Americanization of the Vietnam War refers to the period when the United States massively escalated its direct military involvement in Vietnam, relying heavily on U.S. combat troops and resources to fight the conflict.
-
C.
Vietnamization
Vietnamization was a U.S. strategy during the Vietnam War that sought to shift combat responsibilities to South Vietnamese forces while gradually withdrawing American troops.
-
D.
Crafting the U.S. strategy during the Vietnam War era
"Crafting the U.S. strategy during the Vietnam War era" is a historical analysis that examines how American policymakers formulated and debated the military and political approach to the Vietnam conflict.
-
E.
Indochina conflicts
chosen
The Indochina conflicts were a series of mid-20th-century wars in Southeast Asia involving decolonization struggles, Cold War rivalries, and regional power contests centered on Vietnam, Laos, and Cambodia.
- F. None of above.
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_69ca836320e48190b5cf585b90a322c4 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5fd04eb88190acc4e085d82016c0 |
completed | March 31, 2026, 11:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf6f8e4eac819097470566d325b385 |
completed | April 3, 2026, 7:43 a.m. |
| NEDg | Description generation | batch_69cf71aaa4b881908440302910c29248 |
completed | April 3, 2026, 7:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf7288d7748190999aa63bf8faf69f |
completed | April 3, 2026, 7:55 a.m. |
Created at: March 30, 2026, 6:44 p.m.