Triple

T3951377

Position	Surface form	Disambiguated ID	Type / Status
Subject	Creighton Abrams	`E84871`	entity
Predicate	notableCommand	`P2333`	FINISHED
Object	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.	`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: Military Assistance Command, Vietnam | Statement: [Creighton Abrams, notableCommand, Military Assistance Command, Vietnam]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Military Assistance Command, Vietnam
Context triple: [Creighton Abrams, notableCommand, Military Assistance Command, Vietnam]

A. Armed Forces of the Republic of Vietnam
The Armed Forces of the Republic of Vietnam were the military forces of South Vietnam, active primarily during the Vietnam War and allied with the United States and other anti-communist nations.
B. Army of the Republic of Vietnam
The Army of the Republic of Vietnam was the ground military force of South Vietnam, allied with the United States and other anti-communist nations during the Vietnam War.
C. U.S. Army Civil Affairs and Psychological Operations Command
The U.S. Army Civil Affairs and Psychological Operations Command is a specialized Army unit responsible for conducting civil-military operations and psychological warfare to influence foreign populations and support U.S. military objectives.
D. MARFORCOM
MARFORCOM is the U.S. Marine Corps’ major service component command responsible for providing, training, and equipping Marine forces for U.S. Fleet Forces and other joint operations.
E. U.S. Army Pacific
U.S. Army Pacific is the Army service component command of U.S. Indo-Pacific Command, responsible for overseeing and coordinating U.S. Army operations and forces across the Indo-Pacific region.
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: Military Assistance Command, Vietnam
Triple: [Creighton Abrams, notableCommand, Military Assistance Command, Vietnam]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Military Assistance Command, Vietnam
Target entity description: 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.

A. Armed Forces of the Republic of Vietnam
The Armed Forces of the Republic of Vietnam were the military forces of South Vietnam, active primarily during the Vietnam War and allied with the United States and other anti-communist nations.
B. Army of the Republic of Vietnam
The Army of the Republic of Vietnam was the ground military force of South Vietnam, allied with the United States and other anti-communist nations during the Vietnam War.
C. U.S. Army Civil Affairs and Psychological Operations Command
The U.S. Army Civil Affairs and Psychological Operations Command is a specialized Army unit responsible for conducting civil-military operations and psychological warfare to influence foreign populations and support U.S. military objectives.
D. MARFORCOM
MARFORCOM is the U.S. Marine Corps’ major service component command responsible for providing, training, and equipping Marine forces for U.S. Fleet Forces and other joint operations.
E. U.S. Army Pacific
U.S. Army Pacific is the Army service component command of U.S. Indo-Pacific Command, responsible for overseeing and coordinating U.S. Army operations and forces across the Indo-Pacific region.
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_69aed934fbfc8190847068e4546de963`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aef9384cdc8190ad89b32dc25ac1d7`	completed	March 9, 2026, 4:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b533a80d4c8190bb1aac1b2900d9a8`	completed	March 14, 2026, 10:08 a.m.
NEDg	Description generation	`batch_69b5341fb74081909a33753e5fdd5c32`	completed	March 14, 2026, 10:10 a.m.
NED2	Entity disambiguation (via description)	`batch_69b534d279548190bee44aea7828ed3b`	completed	March 14, 2026, 10:13 a.m.

Created at: March 9, 2026, 3:30 p.m.