Triple

T22872412
Position Surface form Disambiguated ID Type / Status
Subject John Paul Vann E567232 entity
Predicate employer P7 FINISHED
Object Civil Operations and Revolutionary Development Support program NE NERFINISHED

How this triple was built (3 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: Civil Operations and Revolutionary Development Support program | Statement: [John Paul Vann, employer, Civil Operations and Revolutionary Development Support program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Civil Operations and Revolutionary Development Support program
Context triple: [John Paul Vann, employer, Civil Operations and Revolutionary Development Support program]
  • A. Provincial Reconstruction Teams
    Provincial Reconstruction Teams were civil-military units deployed in Afghanistan and Iraq to support reconstruction, governance, and security sector development at the provincial level.
  • B. 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.
  • C. Bureau of Conflict and Stabilization Operations
    The Bureau of Conflict and Stabilization Operations is a U.S. State Department bureau responsible for preventing, mitigating, and responding to violent conflict and instability worldwide through analysis, planning, and field engagement.
  • D. Rapid Deployment Joint Task Force
    The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
  • E. Resolute Support Mission
    The Resolute Support Mission was a NATO-led, non-combat mission in Afghanistan focused on training, advising, and assisting Afghan security forces and institutions following the end of major combat operations.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Civil Operations and Revolutionary Development Support program
Target entity description: The Civil Operations and Revolutionary Development Support (CORDS) program was a U.S.-led civil-military initiative during the Vietnam War aimed at coordinating pacification, rural development, and counterinsurgency efforts in South Vietnam.
  • A. Provincial Reconstruction Teams
    Provincial Reconstruction Teams were civil-military units deployed in Afghanistan and Iraq to support reconstruction, governance, and security sector development at the provincial level.
  • B. 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.
  • C. Bureau of Conflict and Stabilization Operations
    The Bureau of Conflict and Stabilization Operations is a U.S. State Department bureau responsible for preventing, mitigating, and responding to violent conflict and instability worldwide through analysis, planning, and field engagement.
  • D. Rapid Deployment Joint Task Force
    The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
  • E. Resolute Support Mission
    The Resolute Support Mission was a NATO-led, non-combat mission in Afghanistan focused on training, advising, and assisting Afghan security forces and institutions following the end of major combat operations.
  • F. None of above. chosen

Provenance (2 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_69e24589d8348190b96422d13a678bc1 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17f55c4b88190adb49871e496ca54 completed April 29, 2026, 3:47 a.m.
Created at: April 17, 2026, 3:38 p.m.