Triple

T6065933
Position Surface form Disambiguated ID Type / Status
Subject Battle of Ap Bac E135159 entity
Predicate commander P1061 FINISHED
Object Lieutenant Colonel John Paul Vann
Lieutenant Colonel John Paul Vann was a controversial and influential U.S. Army officer and later civilian adviser in Vietnam, known for his outspoken criticism of American strategy and his prominent role in early counterinsurgency efforts.
E567232 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: Lieutenant Colonel John Paul Vann | Statement: [Battle of Ap Bac, commander, Lieutenant Colonel John Paul Vann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lieutenant Colonel John Paul Vann
Context triple: [Battle of Ap Bac, commander, Lieutenant Colonel John Paul Vann]
  • A. Lieutenant General Hal Moore
    Lieutenant General Hal Moore was a highly respected U.S. Army officer best known for his leadership during the Battle of Ia Drang in the Vietnam War and for co-authoring the book "We Were Soldiers Once... and Young."
  • B. William Westmoreland
    William Westmoreland was a United States Army general best known for commanding U.S. military operations during the height of the Vietnam War.
  • C. Robert B. Anderson
    Robert B. Anderson was an American businessman, lawyer, and politician who served as U.S. Secretary of the Treasury under President Dwight D. Eisenhower.
  • D. James W. McCord Jr.
    James W. McCord Jr. was a former CIA officer and security coordinator whose role in the Watergate break-in and subsequent revelations helped expose the broader Nixon administration scandal.
  • E. Lucian Truscott
    Lucian Truscott was a highly regarded U.S. Army general of World War II known for his aggressive leadership in the Italian Campaign and later commands in major European operations.
  • 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: Lieutenant Colonel John Paul Vann
Triple: [Battle of Ap Bac, commander, Lieutenant Colonel John Paul Vann]
Generated description
Lieutenant Colonel John Paul Vann was a controversial and influential U.S. Army officer and later civilian adviser in Vietnam, known for his outspoken criticism of American strategy and his prominent role in early counterinsurgency efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lieutenant Colonel John Paul Vann
Target entity description: Lieutenant Colonel John Paul Vann was a controversial and influential U.S. Army officer and later civilian adviser in Vietnam, known for his outspoken criticism of American strategy and his prominent role in early counterinsurgency efforts.
  • A. Lieutenant General Hal Moore
    Lieutenant General Hal Moore was a highly respected U.S. Army officer best known for his leadership during the Battle of Ia Drang in the Vietnam War and for co-authoring the book "We Were Soldiers Once... and Young."
  • B. William Westmoreland
    William Westmoreland was a United States Army general best known for commanding U.S. military operations during the height of the Vietnam War.
  • C. Robert B. Anderson
    Robert B. Anderson was an American businessman, lawyer, and politician who served as U.S. Secretary of the Treasury under President Dwight D. Eisenhower.
  • D. James W. McCord Jr.
    James W. McCord Jr. was a former CIA officer and security coordinator whose role in the Watergate break-in and subsequent revelations helped expose the broader Nixon administration scandal.
  • E. Lucian Truscott
    Lucian Truscott was a highly regarded U.S. Army general of World War II known for his aggressive leadership in the Italian Campaign and later commands in major European operations.
  • 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_69c00878d06881909ee78e88913bf890 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0573df7508190bbb5b496188b2f3e completed March 22, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11d23dca8819080702ca0f05df5dd completed March 23, 2026, 10:59 a.m.
NEDg Description generation batch_69c11dec348c819090715aa1ec407f11 completed March 23, 2026, 11:03 a.m.
NED2 Entity disambiguation (via description) batch_69c11e5efd848190adb834e42b4bdc9e completed March 23, 2026, 11:05 a.m.
Created at: March 22, 2026, 4:10 p.m.