Triple
T16229901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armed Forces of the Republic of Vietnam |
E393950
|
entity |
| Predicate | subdivision |
P747
|
FINISHED |
| Object |
Rangers of the Republic of Vietnam
The Rangers of the Republic of Vietnam were elite light infantry units of South Vietnam’s army, specialized in counterinsurgency and rapid-reaction operations during the Vietnam War.
|
E1200945
|
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: Rangers of the Republic of Vietnam | Statement: [Armed Forces of the Republic of Vietnam, subdivision, Rangers of the Republic of Vietnam]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rangers of the Republic of Vietnam Context triple: [Armed Forces of the Republic of Vietnam, subdivision, Rangers of the Republic of 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.
ARVN: Life and Death in the South Vietnamese Army
"ARVN: Life and Death in the South Vietnamese Army" is a historical study by Robert K. Brigham that examines the experiences, challenges, and ultimate fate of South Vietnam’s army during the Vietnam War.
-
C.
The Green Berets
The Green Berets is a 1968 American war film about U.S. Army Special Forces fighting in the Vietnam War, co-directed by and starring John Wayne.
-
D.
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.
-
E.
MR II (South Vietnam)
MR II (South Vietnam) was a major military region of South Vietnam’s central highlands and coastal areas that became a key battleground during the Vietnam 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: Rangers of the Republic of Vietnam Triple: [Armed Forces of the Republic of Vietnam, subdivision, Rangers of the Republic of Vietnam]
Generated description
The Rangers of the Republic of Vietnam were elite light infantry units of South Vietnam’s army, specialized in counterinsurgency and rapid-reaction operations during the Vietnam War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rangers of the Republic of Vietnam Target entity description: The Rangers of the Republic of Vietnam were elite light infantry units of South Vietnam’s army, specialized in counterinsurgency and rapid-reaction 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.
ARVN: Life and Death in the South Vietnamese Army
"ARVN: Life and Death in the South Vietnamese Army" is a historical study by Robert K. Brigham that examines the experiences, challenges, and ultimate fate of South Vietnam’s army during the Vietnam War.
-
C.
The Green Berets
The Green Berets is a 1968 American war film about U.S. Army Special Forces fighting in the Vietnam War, co-directed by and starring John Wayne.
-
D.
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.
-
E.
MR II (South Vietnam)
MR II (South Vietnam) was a major military region of South Vietnam’s central highlands and coastal areas that became a key battleground during the Vietnam War.
- 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_69d87f204df88190a8f88923decf9835 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e23d29438c81909aa2724cc47bb959 |
completed | April 17, 2026, 2:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00079e83f08190a260751fd8b55eef |
completed | May 10, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_6a00089a498c819092685d13f975e7cd |
completed | May 10, 2026, 4:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0009042b288190b3a756354c04dfd3 |
completed | May 10, 2026, 4:26 a.m. |
Created at: April 10, 2026, 5:03 a.m.