Triple

T15274056
Position Surface form Disambiguated ID Type / Status
Subject I Ain't Marching Anymore E365090 entity
Predicate hasTrack P3284 FINISHED
Object Talking Vietnam
"Talking Vietnam" is a satirical anti-war folk song by Phil Ochs that humorously critiques U.S. involvement in the Vietnam War.
E1146411 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: Talking Vietnam | Statement: [I Ain't Marching Anymore, hasTrack, Talking Vietnam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Talking Vietnam
Context triple: [I Ain't Marching Anymore, hasTrack, Talking Vietnam]
  • A. Why We’re in Vietnam
    "Why We’re in Vietnam" is a novella by Stephen King that follows an aging Vietnam War veteran confronting haunting memories and unresolved guilt from his combat experiences.
  • B. In Retrospect: The Tragedy and Lessons of Vietnam
    *In Retrospect: The Tragedy and Lessons of Vietnam* is a memoir by former U.S. Secretary of Defense Robert McNamara in which he reflects on and critiques American decision-making during the Vietnam War, acknowledging major errors and drawing lessons for future policy.
  • C. Back in Vietnam
    "Back in Vietnam" is a song by Lenny Kravitz featured on his 2007 album *It Is Time for a Love Revolution*.
  • D. My Vietnam
    "My Vietnam" is an introspective pop-rock song by Pink from her 2001 album *M!ssundaztood*, reflecting on personal and familial struggles.
  • E. Americanization of the Vietnam War
    The Americanization of the Vietnam War refers to the period when the United States massively escalated its direct military involvement in Vietnam, relying heavily on U.S. combat troops and resources to fight the conflict.
  • 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: Talking Vietnam
Triple: [I Ain't Marching Anymore, hasTrack, Talking Vietnam]
Generated description
"Talking Vietnam" is a satirical anti-war folk song by Phil Ochs that humorously critiques U.S. involvement in the Vietnam War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Talking Vietnam
Target entity description: "Talking Vietnam" is a satirical anti-war folk song by Phil Ochs that humorously critiques U.S. involvement in the Vietnam War.
  • A. Why We’re in Vietnam
    "Why We’re in Vietnam" is a novella by Stephen King that follows an aging Vietnam War veteran confronting haunting memories and unresolved guilt from his combat experiences.
  • B. In Retrospect: The Tragedy and Lessons of Vietnam
    *In Retrospect: The Tragedy and Lessons of Vietnam* is a memoir by former U.S. Secretary of Defense Robert McNamara in which he reflects on and critiques American decision-making during the Vietnam War, acknowledging major errors and drawing lessons for future policy.
  • C. Back in Vietnam
    "Back in Vietnam" is a song by Lenny Kravitz featured on his 2007 album *It Is Time for a Love Revolution*.
  • D. My Vietnam
    "My Vietnam" is an introspective pop-rock song by Pink from her 2001 album *M!ssundaztood*, reflecting on personal and familial struggles.
  • E. Americanization of the Vietnam War
    The Americanization of the Vietnam War refers to the period when the United States massively escalated its direct military involvement in Vietnam, relying heavily on U.S. combat troops and resources to fight the conflict.
  • 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_69d85a0f08408190b3c3259ae35d79d2 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00952731c8190bf6a5e6e10c95b94 completed April 15, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69fee6069f488190b74793200e5698ff completed May 9, 2026, 7:45 a.m.
NEDg Description generation batch_69fee82a8ab08190813620457c5357b4 completed May 9, 2026, 7:54 a.m.
NED2 Entity disambiguation (via description) batch_69fee8cce6c0819084b425b5cd09efe0 completed May 9, 2026, 7:57 a.m.
Created at: April 10, 2026, 3:14 a.m.