Triple
T2503669
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vietnam Era Veterans’ Readjustment Assistance Act of 1974 |
E52525
|
entity |
| Predicate | protects |
P1040
|
FINISHED |
| Object |
Vietnam era veterans
Vietnam era veterans are former members of the U.S. armed forces who served during the period of the Vietnam War and are recognized as a protected group under federal law, particularly in employment and readjustment programs.
|
E52525
|
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: Vietnam era veterans | Statement: [Vietnam Era Veterans’ Readjustment Assistance Act of 1974, protects, Vietnam era veterans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vietnam era veterans Context triple: [Vietnam Era Veterans’ Readjustment Assistance Act of 1974, protects, Vietnam era veterans]
-
A.
World War II veterans
World War II veterans are former military service members who fought in the global conflict between 1939 and 1945, often regarded for their significant sacrifices and contributions to the war effort.
-
B.
Vietnam Era Veterans’ Readjustment Assistance Act of 1974
The Vietnam Era Veterans’ Readjustment Assistance Act of 1974 is a U.S. federal law that requires certain government contractors to take affirmative action to employ and advance qualified veterans, particularly those who served during the Vietnam era.
-
C.
Vietnam War
The Vietnam War was a protracted Cold War-era conflict in Southeast Asia, primarily between communist North Vietnam and U.S.-backed South Vietnam, that profoundly shaped global politics, military strategy, and American society.
-
D.
Vietnamization
Vietnamization was a U.S. strategy during the Vietnam War that sought to shift combat responsibilities to South Vietnamese forces while gradually withdrawing American troops.
-
E.
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.
- 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: Vietnam era veterans Triple: [Vietnam Era Veterans’ Readjustment Assistance Act of 1974, protects, Vietnam era veterans]
Generated description
Vietnam era veterans are former members of the U.S. armed forces who served during the period of the Vietnam War and are recognized as a protected group under federal law, particularly in employment and readjustment programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vietnam era veterans Target entity description: Vietnam era veterans are former members of the U.S. armed forces who served during the period of the Vietnam War and are recognized as a protected group under federal law, particularly in employment and readjustment programs.
-
A.
World War II veterans
World War II veterans are former military service members who fought in the global conflict between 1939 and 1945, often regarded for their significant sacrifices and contributions to the war effort.
-
B.
Vietnam Era Veterans’ Readjustment Assistance Act of 1974
chosen
The Vietnam Era Veterans’ Readjustment Assistance Act of 1974 is a U.S. federal law that requires certain government contractors to take affirmative action to employ and advance qualified veterans, particularly those who served during the Vietnam era.
-
C.
Vietnam War
The Vietnam War was a protracted Cold War-era conflict in Southeast Asia, primarily between communist North Vietnam and U.S.-backed South Vietnam, that profoundly shaped global politics, military strategy, and American society.
-
D.
Vietnamization
Vietnamization was a U.S. strategy during the Vietnam War that sought to shift combat responsibilities to South Vietnamese forces while gradually withdrawing American troops.
-
E.
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.
- 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_69ab4957b3a88190adf968ae0c1b931c |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd1cd2db0819087d21ec49ffd9585 |
completed | March 7, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af1fa34dc8819085681d673e45d841 |
completed | March 9, 2026, 7:29 p.m. |
| NEDg | Description generation | batch_69af2031a64c819080b1c4a3b941d84c |
completed | March 9, 2026, 7:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af20bf8e488190ac79327042d47853 |
completed | March 9, 2026, 7:34 p.m. |
Created at: March 6, 2026, 9:46 p.m.