Triple
T4787150
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Army of the Republic of Vietnam |
E106505
|
entity |
| Predicate | trainingAssistanceFrom |
P42205
|
FINISHED |
| Object |
United States Military Assistance Advisory Group
The United States Military Assistance Advisory Group was a U.S. military mission responsible for advising, training, and assisting allied armed forces—most notably in Vietnam during the early stages of the Vietnam War.
|
E470165
|
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: United States Military Assistance Advisory Group | Statement: [Army of the Republic of Vietnam, trainingAssistanceFrom, United States Military Assistance Advisory Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Military Assistance Advisory Group Context triple: [Army of the Republic of Vietnam, trainingAssistanceFrom, United States Military Assistance Advisory Group]
-
A.
Mutual Security Agency
The Mutual Security Agency was a U.S. government body in the early Cold War era responsible for coordinating and delivering American foreign aid and defense support to allied nations.
-
B.
United States Army Military Government in Korea
The United States Army Military Government in Korea was the American military administration that governed southern Korea from 1945 to 1948, overseeing the transition from Japanese colonial rule to the establishment of the Republic of Korea.
-
C.
Military Assistance Command, Vietnam
Military Assistance Command, Vietnam was the United States' primary military headquarters responsible for directing and coordinating American and allied combat operations during the Vietnam War.
-
D.
Office of Military Government, United States (OMGUS)
The Office of Military Government, United States (OMGUS) was the American occupation authority in post-World War II Germany responsible for administering, demilitarizing, and democratizing the U.S. zone, including overseeing major war crimes and industrial trials.
-
E.
International Cooperation Administration
The International Cooperation Administration was a U.S. government agency in the 1950s responsible for administering foreign economic and technical assistance programs during the early Cold War.
- 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: United States Military Assistance Advisory Group Triple: [Army of the Republic of Vietnam, trainingAssistanceFrom, United States Military Assistance Advisory Group]
Generated description
The United States Military Assistance Advisory Group was a U.S. military mission responsible for advising, training, and assisting allied armed forces—most notably in Vietnam during the early stages of the Vietnam War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Military Assistance Advisory Group Target entity description: The United States Military Assistance Advisory Group was a U.S. military mission responsible for advising, training, and assisting allied armed forces—most notably in Vietnam during the early stages of the Vietnam War.
-
A.
Mutual Security Agency
The Mutual Security Agency was a U.S. government body in the early Cold War era responsible for coordinating and delivering American foreign aid and defense support to allied nations.
-
B.
United States Army Military Government in Korea
The United States Army Military Government in Korea was the American military administration that governed southern Korea from 1945 to 1948, overseeing the transition from Japanese colonial rule to the establishment of the Republic of Korea.
-
C.
Military Assistance Command, Vietnam
Military Assistance Command, Vietnam was the United States' primary military headquarters responsible for directing and coordinating American and allied combat operations during the Vietnam War.
-
D.
Office of Military Government, United States (OMGUS)
The Office of Military Government, United States (OMGUS) was the American occupation authority in post-World War II Germany responsible for administering, demilitarizing, and democratizing the U.S. zone, including overseeing major war crimes and industrial trials.
-
E.
International Cooperation Administration
The International Cooperation Administration was a U.S. government agency in the 1950s responsible for administering foreign economic and technical assistance programs during the early Cold War.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: trainingAssistanceFrom Context triple: [Army of the Republic of Vietnam, trainingAssistanceFrom, United States Military Assistance Advisory Group]
-
A.
trainingSupport
chosen
Indicates that one entity provides assistance, resources, or facilitation to help another entity conduct or participate in training activities.
-
B.
trainingComponent
Indicates that one entity functions as a training-related part, module, or element within a larger training process or system involving another entity.
-
C.
trainingUse
Indicates that something is used for training purposes, such as preparing, educating, or improving the skills or performance of an entity.
-
D.
trainingSystem
Indicates a system or framework used to train, instruct, or develop skills or knowledge in a target entity.
-
E.
training
Indicates that one entity is teaching, coaching, or otherwise helping another entity acquire or improve a skill, behavior, or capability.
- 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_69bd43f4a9588190bf73e20bc27c03cc |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd65d8f9d881909c24340b8dc6a104 |
completed | March 20, 2026, 3:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be43e01f6c81909ca0121c36d107e9 |
completed | March 21, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69be45cc228c8190942280ef3852caf7 |
completed | March 21, 2026, 7:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be467ffd50819090c92df520c91642 |
completed | March 21, 2026, 7:19 a.m. |
| PD | Predicate disambiguation | batch_69bd622e1b408190806c15c61519fc74 |
completed | March 20, 2026, 3:05 p.m. |
Created at: March 20, 2026, 1:22 p.m.