Triple

T23325909
Position Surface form Disambiguated ID Type / Status
Subject Ellen M. Pawlikowski E591290 entity
Predicate positionHeld P8 FINISHED
Object Military Deputy, Office of the Assistant Secretary of the Air Force for Acquisition
The Military Deputy, Office of the Assistant Secretary of the Air Force for Acquisition is a senior Air Force officer who serves as the principal uniformed advisor and counterpart to the civilian acquisition executive, overseeing and guiding the service’s major procurement and modernization programs.
E1580588 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: Military Deputy, Office of the Assistant Secretary of the Air Force for Acquisition | Statement: [Ellen M. Pawlikowski, positionHeld, Military Deputy, Office of the Assistant Secretary of the Air Force for Acquisition]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Military Deputy, Office of the Assistant Secretary of the Air Force for Acquisition
Context triple: [Ellen M. Pawlikowski, positionHeld, Military Deputy, Office of the Assistant Secretary of the Air Force for Acquisition]
  • A. 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.
  • B. Principal Military Deputy to the Assistant Secretary of the Army for Acquisition, Logistics and Technology
    The Principal Military Deputy to the Assistant Secretary of the Army for Acquisition, Logistics and Technology is the senior uniformed officer who advises and assists the civilian acquisition executive in overseeing Army weapons systems, logistics, and technology development and procurement.
  • C. United States Assistant Secretary of the Air Force
    The United States Assistant Secretary of the Air Force is a senior civilian official in the Department of the Air Force responsible for overseeing major policy, budgetary, and administrative areas supporting the U.S. Air Force’s mission.
  • D. Assistant Secretary of the Air Force for Space Acquisition and Integration
    The Assistant Secretary of the Air Force for Space Acquisition and Integration is a senior civilian official responsible for overseeing the development, procurement, and integration of space systems and capabilities for the U.S. Air Force and Space Force.
  • E. Administrative Assistant to the Secretary of the Air Force
    The Administrative Assistant to the Secretary of the Air Force is a senior civilian official who oversees key administrative, management, and support functions for the Department of the Air Force and directly supports the Secretary’s executive office.
  • 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: Military Deputy, Office of the Assistant Secretary of the Air Force for Acquisition
Triple: [Ellen M. Pawlikowski, positionHeld, Military Deputy, Office of the Assistant Secretary of the Air Force for Acquisition]
Generated description
The Military Deputy, Office of the Assistant Secretary of the Air Force for Acquisition is a senior Air Force officer who serves as the principal uniformed advisor and counterpart to the civilian acquisition executive, overseeing and guiding the service’s major procurement and modernization programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Military Deputy, Office of the Assistant Secretary of the Air Force for Acquisition
Target entity description: The Military Deputy, Office of the Assistant Secretary of the Air Force for Acquisition is a senior Air Force officer who serves as the principal uniformed advisor and counterpart to the civilian acquisition executive, overseeing and guiding the service’s major procurement and modernization programs.
  • A. 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.
  • B. Principal Military Deputy to the Assistant Secretary of the Army for Acquisition, Logistics and Technology
    The Principal Military Deputy to the Assistant Secretary of the Army for Acquisition, Logistics and Technology is the senior uniformed officer who advises and assists the civilian acquisition executive in overseeing Army weapons systems, logistics, and technology development and procurement.
  • C. United States Assistant Secretary of the Air Force
    The United States Assistant Secretary of the Air Force is a senior civilian official in the Department of the Air Force responsible for overseeing major policy, budgetary, and administrative areas supporting the U.S. Air Force’s mission.
  • D. Assistant Secretary of the Air Force for Space Acquisition and Integration
    The Assistant Secretary of the Air Force for Space Acquisition and Integration is a senior civilian official responsible for overseeing the development, procurement, and integration of space systems and capabilities for the U.S. Air Force and Space Force.
  • E. Administrative Assistant to the Secretary of the Air Force
    The Administrative Assistant to the Secretary of the Air Force is a senior civilian official who oversees key administrative, management, and support functions for the Department of the Air Force and directly supports the Secretary’s executive office.
  • 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_69e25d1effe4819096907f95f610dbff completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f197e9de788190afd6883c7eac4854 completed April 29, 2026, 5:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4cac21808190b47961f670885aa1 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4e7c53d0819096e33379351a3c8f completed May 19, 2026, 11:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4f26ab808190a7c1b5b73954ef0f completed May 19, 2026, 11:53 a.m.
Created at: April 17, 2026, 5:11 p.m.