Triple
T16567493
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Military Assistance Command, Vietnam |
E402499
|
entity |
| Predicate | subordinateUnit |
P258
|
FINISHED |
| Object |
MACV Advisory Groups
MACV Advisory Groups were U.S. military advisory formations in Vietnam responsible for training, supporting, and coordinating operations with South Vietnamese and allied forces during the Vietnam War.
|
E402499
|
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: MACV Advisory Groups | Statement: [Military Assistance Command, Vietnam, subordinateUnit, MACV Advisory Groups]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MACV Advisory Groups Context triple: [Military Assistance Command, Vietnam, subordinateUnit, MACV Advisory Groups]
-
A.
Marine Air-Ground Task Forces
Marine Air-Ground Task Forces are the U.S. Marine Corps’ principal, scalable combined-arms forces that integrate air, ground, and logistics elements under a single command for expeditionary operations.
-
B.
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.
-
C.
Task Force Barker
Task Force Barker was a U.S. Army unit in the Vietnam War, most infamous for its role in carrying out the My Lai Massacre in 1968.
-
D.
Operational Maneuver Response Group
Operational Maneuver Response Group (GROM) is an elite Polish special forces unit renowned for high-risk counterterrorism, hostage rescue, and special operations missions at home and abroad.
-
E.
Special Forces Support Group
The Special Forces Support Group is a British military unit that provides specialized infantry and fire support to UK special forces operations.
- 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: MACV Advisory Groups Triple: [Military Assistance Command, Vietnam, subordinateUnit, MACV Advisory Groups]
Generated description
MACV Advisory Groups were U.S. military advisory formations in Vietnam responsible for training, supporting, and coordinating operations with South Vietnamese and allied forces during the Vietnam War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MACV Advisory Groups Target entity description: MACV Advisory Groups were U.S. military advisory formations in Vietnam responsible for training, supporting, and coordinating operations with South Vietnamese and allied forces during the Vietnam War.
-
A.
Marine Air-Ground Task Forces
Marine Air-Ground Task Forces are the U.S. Marine Corps’ principal, scalable combined-arms forces that integrate air, ground, and logistics elements under a single command for expeditionary operations.
-
B.
Military Assistance Command, Vietnam
chosen
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.
-
C.
Task Force Barker
Task Force Barker was a U.S. Army unit in the Vietnam War, most infamous for its role in carrying out the My Lai Massacre in 1968.
-
D.
Operational Maneuver Response Group
Operational Maneuver Response Group (GROM) is an elite Polish special forces unit renowned for high-risk counterterrorism, hostage rescue, and special operations missions at home and abroad.
-
E.
Special Forces Support Group
The Special Forces Support Group is a British military unit that provides specialized infantry and fire support to UK special forces operations.
- 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_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_6a006ee3dcbc819087ea66b262585232 |
completed | May 10, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_6a006ff5bdb88190be90d7446e24b61f |
completed | May 10, 2026, 11:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007088fd988190b3dfef081769d03e |
completed | May 10, 2026, 11:48 a.m. |
Created at: April 10, 2026, 5:16 a.m.