Triple

T15221251
Position Surface form Disambiguated ID Type / Status
Subject Deputy Chief of Staff for Operations, Headquarters U.S. Air Force E363769 entity
Predicate worksWith P398 FINISHED
Object Deputy Chief of Staff for Logistics, Engineering and Force Protection, Headquarters U.S. Air Force E1042164 NE FINISHED

How this triple was built (2 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: Deputy Chief of Staff for Logistics, Engineering and Force Protection, Headquarters U.S. Air Force | Statement: [Deputy Chief of Staff for Operations, Headquarters U.S. Air Force, worksWith, Deputy Chief of Staff for Logistics, Engineering and Force Protection, Headquarters U.S. Air Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Deputy Chief of Staff for Logistics, Engineering and Force Protection, Headquarters U.S. Air Force
Context triple: [Deputy Chief of Staff for Operations, Headquarters U.S. Air Force, worksWith, Deputy Chief of Staff for Logistics, Engineering and Force Protection, Headquarters U.S. Air Force]
  • A. Deputy Chief of Staff for Logistics, Engineering and Force Protection chosen
    The Deputy Chief of Staff for Logistics, Engineering and Force Protection is a senior United States Air Force leader responsible for overseeing global logistics, maintenance, civil engineering, and force protection policies and operations.
  • B. Deputy Chief of Staff for Operations, Headquarters U.S. Air Force
    The Deputy Chief of Staff for Operations, Headquarters U.S. Air Force is a senior Air Force leadership position responsible for overseeing the planning, policy, and execution of global air and space operations.
  • C. Assistant Secretary of the Air Force for Acquisition, Technology and Logistics
    The Assistant Secretary of the Air Force for Acquisition, Technology and Logistics is a senior civilian official responsible for overseeing Air Force procurement, research and development, and logistics support programs.
  • D. Chief Information Officer of the Air Force
    The Chief Information Officer of the Air Force is the senior official responsible for overseeing the United States Air Force’s information technology, cybersecurity, and digital transformation strategies.
  • E. Assistant Secretary of the Air Force for Manpower and Reserve Affairs
    The Assistant Secretary of the Air Force for Manpower and Reserve Affairs is a senior civilian official responsible for overseeing personnel, manpower, and reserve component policies and programs within the U.S. Department of the Air Force.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d85a0ce24c81909c4d3b6475548c95 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00788b04881909dad9b346ce3b4a9 completed April 15, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd3397a48190bae8b2a359ee4ae8 completed May 9, 2026, 7:07 a.m.
Created at: April 10, 2026, 3:12 a.m.