Triple

T3757389
Position Surface form Disambiguated ID Type / Status
Subject Coming Home E82080 entity
Predicate mainTheme P261 FINISHED
Object Vietnam War veterans
Vietnam War veterans are former U.S. and allied military personnel who served in the Vietnam War and are widely associated with experiences of combat trauma, social division at home, and long-term psychological and physical aftereffects.
E386041 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 War veterans | Statement: [Coming Home, mainTheme, Vietnam War veterans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vietnam War veterans
Context triple: [Coming Home, mainTheme, Vietnam War 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 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 War veterans
Triple: [Coming Home, mainTheme, Vietnam War veterans]
Generated description
Vietnam War veterans are former U.S. and allied military personnel who served in the Vietnam War and are widely associated with experiences of combat trauma, social division at home, and long-term psychological and physical aftereffects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vietnam War veterans
Target entity description: Vietnam War veterans are former U.S. and allied military personnel who served in the Vietnam War and are widely associated with experiences of combat trauma, social division at home, and long-term psychological and physical aftereffects.
  • 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 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69ad8b1db40081908b61ffa6b78afd4d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcbc04d348190b0e4a90d18bdd160 completed March 8, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e50bfdb0819097bdfdd38f553ada completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e6c7164881909f14bf5b57916ae3 completed March 14, 2026, 4:40 a.m.
NED2 Entity disambiguation (via description) batch_69b4e74df9b481909d5286c64ae6d91a completed March 14, 2026, 4:42 a.m.
Created at: March 8, 2026, 3:35 p.m.