Triple
T16567489
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Military Assistance Command, Vietnam |
E402499
|
entity |
| Predicate | notableCommander |
P1197
|
FINISHED |
| Object |
General Frederick C. Weyand
General Frederick C. Weyand was a senior U.S. Army officer who served as the last commander of U.S. military operations in Vietnam and later became Army Chief of Staff.
|
E1222789
|
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: General Frederick C. Weyand | Statement: [Military Assistance Command, Vietnam, notableCommander, General Frederick C. Weyand]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: General Frederick C. Weyand Context triple: [Military Assistance Command, Vietnam, notableCommander, General Frederick C. Weyand]
-
A.
General John K. Gerhart
General John K. Gerhart was a senior United States Air Force officer who held key Cold War-era command positions, including leadership roles in continental air defense.
-
B.
General John W. Raymond
General John W. Raymond is a United States Space Force four-star general who served as the first Chief of Space Operations and a key architect of America’s modern military space enterprise.
-
C.
General John F. Campbell
General John F. Campbell is a retired United States Army four-star general who served as the commander of U.S. and NATO forces in Afghanistan and previously held several key leadership roles in the U.S. military.
-
D.
General Paul D. Harkins
General Paul D. Harkins was a United States Army officer who served as the first commander of U.S. military forces in Vietnam during the early years of the Vietnam War.
-
E.
Major Harold C. Geiger
Major Harold C. Geiger was a U.S. Army aviation pioneer and early military aviator whose contributions to flight led to an airport being named in his honor.
- 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: General Frederick C. Weyand Triple: [Military Assistance Command, Vietnam, notableCommander, General Frederick C. Weyand]
Generated description
General Frederick C. Weyand was a senior U.S. Army officer who served as the last commander of U.S. military operations in Vietnam and later became Army Chief of Staff.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: General Frederick C. Weyand Target entity description: General Frederick C. Weyand was a senior U.S. Army officer who served as the last commander of U.S. military operations in Vietnam and later became Army Chief of Staff.
-
A.
General John K. Gerhart
General John K. Gerhart was a senior United States Air Force officer who held key Cold War-era command positions, including leadership roles in continental air defense.
-
B.
General John W. Raymond
General John W. Raymond is a United States Space Force four-star general who served as the first Chief of Space Operations and a key architect of America’s modern military space enterprise.
-
C.
General John F. Campbell
General John F. Campbell is a retired United States Army four-star general who served as the commander of U.S. and NATO forces in Afghanistan and previously held several key leadership roles in the U.S. military.
-
D.
General Paul D. Harkins
General Paul D. Harkins was a United States Army officer who served as the first commander of U.S. military forces in Vietnam during the early years of the Vietnam War.
-
E.
Major Harold C. Geiger
Major Harold C. Geiger was a U.S. Army aviation pioneer and early military aviator whose contributions to flight led to an airport being named in his honor.
- 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_69d8838648088190acf97ef11fc3f61b |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e35772f6608190a125c7d3c199c3e2 |
completed | April 18, 2026, 10:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00759424348190889dacbbc7435238 |
completed | May 10, 2026, 12:09 p.m. |
| NEDg | Description generation | batch_6a00783334a08190ae76fd7e114a9dd6 |
completed | May 10, 2026, 12:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0078562e788190b80a4ee27788ff69 |
completed | May 10, 2026, 12:21 p.m. |
Created at: April 10, 2026, 5:16 a.m.