Triple
T2867771
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Assistant Secretaries of the Air Force |
E63480
|
entity |
| Predicate | hasPosition |
P8
|
FINISHED |
| Object |
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.
|
E306008
|
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: Assistant Secretary of the Air Force for Acquisition, Technology and Logistics | Statement: [Assistant Secretaries of the Air Force, hasPosition, Assistant Secretary of the Air Force for Acquisition, Technology and Logistics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Assistant Secretary of the Air Force for Acquisition, Technology and Logistics Context triple: [Assistant Secretaries of the Air Force, hasPosition, Assistant Secretary of the Air Force for Acquisition, Technology and Logistics]
-
A.
Assistant Secretary of the Army for Acquisition, Logistics and Technology
The Assistant Secretary of the Army for Acquisition, Logistics and Technology is the senior civilian official responsible for overseeing the U.S. Army’s weapons procurement, logistics, research, and technological development programs.
-
B.
Under Secretary of Defense for Acquisition and Sustainment
The Under Secretary of Defense for Acquisition and Sustainment is a senior U.S. Department of Defense official responsible for overseeing military procurement, technology acquisition, logistics, and lifecycle sustainment of defense systems.
-
C.
Under Secretary of the Air Force
The Under Secretary of the Air Force is the second-highest-ranking civilian official in the U.S. Department of the Air Force, responsible for assisting in the oversight and management of its policies, resources, and operations.
-
D.
Secretary of the Air Force
The Secretary of the Air Force is the U.S. civilian executive official responsible for overseeing the Department of the Air Force, including the Air Force and Space Force, and managing its policies, resources, and affairs.
-
E.
Assistant Secretary of the Navy for Research, Development and Acquisition
The Assistant Secretary of the Navy for Research, Development and Acquisition is a senior civilian official responsible for overseeing the Navy’s and Marine Corps’ research, development, procurement, and lifecycle management of weapons systems and technologies.
- 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: Assistant Secretary of the Air Force for Acquisition, Technology and Logistics Triple: [Assistant Secretaries of the Air Force, hasPosition, Assistant Secretary of the Air Force for Acquisition, Technology and Logistics]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Assistant Secretary of the Air Force for Acquisition, Technology and Logistics Target entity description: 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.
-
A.
Assistant Secretary of the Army for Acquisition, Logistics and Technology
The Assistant Secretary of the Army for Acquisition, Logistics and Technology is the senior civilian official responsible for overseeing the U.S. Army’s weapons procurement, logistics, research, and technological development programs.
-
B.
Under Secretary of Defense for Acquisition and Sustainment
The Under Secretary of Defense for Acquisition and Sustainment is a senior U.S. Department of Defense official responsible for overseeing military procurement, technology acquisition, logistics, and lifecycle sustainment of defense systems.
-
C.
Under Secretary of the Air Force
The Under Secretary of the Air Force is the second-highest-ranking civilian official in the U.S. Department of the Air Force, responsible for assisting in the oversight and management of its policies, resources, and operations.
-
D.
Secretary of the Air Force
The Secretary of the Air Force is the U.S. civilian executive official responsible for overseeing the Department of the Air Force, including the Air Force and Space Force, and managing its policies, resources, and affairs.
-
E.
Assistant Secretary of the Navy for Research, Development and Acquisition
The Assistant Secretary of the Navy for Research, Development and Acquisition is a senior civilian official responsible for overseeing the Navy’s and Marine Corps’ research, development, procurement, and lifecycle management of weapons systems and technologies.
- 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_69ab4c42fb8c8190b36e161d47c03b81 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdfbcebcc81909a78a1787d823e3e |
completed | March 7, 2026, 8:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01da85930819092d19a5e712cfa18 |
completed | March 10, 2026, 1:33 p.m. |
| NEDg | Description generation | batch_69b01e34639c8190b1c6e8a14cd31d96 |
completed | March 10, 2026, 1:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b01f5a6784819089499926fb115d9c |
completed | March 10, 2026, 1:40 p.m. |
Created at: March 6, 2026, 10:02 p.m.