Triple

T7081604
Position Surface form Disambiguated ID Type / Status
Subject Commander, U.S. Forces – Afghanistan E164967 entity
Predicate notableOfficeHolder P5750 FINISHED
Object General John F. Campbell
General John F. Campbell is a retired United States Army four-star general who served as the commander of U.S. and NATO forces in Afghanistan and previously held several key leadership roles in the U.S. military.
E647948 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: General John F. Campbell | Statement: [Commander, U.S. Forces – Afghanistan, notableOfficeHolder, General John F. Campbell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: General John F. Campbell
Context triple: [Commander, U.S. Forces – Afghanistan, notableOfficeHolder, General John F. Campbell]
  • A. General John W. Raymond
    General John W. Raymond is a United States Space Force four-star general who served as the first Chief of Space Operations and a key architect of America’s modern military space enterprise.
  • B. Sir William Ridgeway
    Sir William Ridgeway was a prominent Irish classical scholar and archaeologist known for his influential work on ancient history, numismatics, and the origins of currency and civilization.
  • C. General William L. Shelton
    General William L. Shelton is a retired United States Air Force four-star general who led major space operations and modernization efforts, including serving as commander of Air Force Space Command.
  • D. General Edward P. Chapin
    General Edward P. Chapin was a Union Army officer in the American Civil War, remembered for his leadership and sacrifice in battle.
  • E. General John W. Vessey Jr.
    General John W. Vessey Jr. was a United States Army officer who served as Chairman of the Joint Chiefs of Staff and played a key leadership role in U.S. military operations during the early 1980s.
  • 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: General John F. Campbell
Triple: [Commander, U.S. Forces – Afghanistan, notableOfficeHolder, General John F. Campbell]
Generated description
General John F. Campbell is a retired United States Army four-star general who served as the commander of U.S. and NATO forces in Afghanistan and previously held several key leadership roles in the U.S. military.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: General John F. Campbell
Target entity description: General John F. Campbell is a retired United States Army four-star general who served as the commander of U.S. and NATO forces in Afghanistan and previously held several key leadership roles in the U.S. military.
  • A. General John W. Raymond
    General John W. Raymond is a United States Space Force four-star general who served as the first Chief of Space Operations and a key architect of America’s modern military space enterprise.
  • B. Sir William Ridgeway
    Sir William Ridgeway was a prominent Irish classical scholar and archaeologist known for his influential work on ancient history, numismatics, and the origins of currency and civilization.
  • C. General William L. Shelton
    General William L. Shelton is a retired United States Air Force four-star general who led major space operations and modernization efforts, including serving as commander of Air Force Space Command.
  • D. General Edward P. Chapin
    General Edward P. Chapin was a Union Army officer in the American Civil War, remembered for his leadership and sacrifice in battle.
  • E. General John W. Vessey Jr.
    General John W. Vessey Jr. was a United States Army officer who served as Chairman of the Joint Chiefs of Staff and played a key leadership role in U.S. military operations during the early 1980s.
  • 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_69c6887cbc6c8190bdfac42d940f4d8a completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4f1f5748190b214856bcfc70d81 completed March 27, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bf78eca48190bec0505fae70a048 completed March 28, 2026, 11:46 a.m.
NEDg Description generation batch_69c7c002a91c81908756d224de6012c1 completed March 28, 2026, 11:48 a.m.
NED2 Entity disambiguation (via description) batch_69c7c05fd088819083df4c7167216ca2 completed March 28, 2026, 11:49 a.m.
Created at: March 27, 2026, 2:40 p.m.