Triple

T2593165
Position Surface form Disambiguated ID Type / Status
Subject Program Executive Office, Assembled Chemical Weapons Alternatives E58169 entity
Predicate subordinateTo P258 FINISHED
Object 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.
E280827 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 Army for Acquisition, Logistics and Technology | Statement: [Program Executive Office, Assembled Chemical Weapons Alternatives, subordinateTo, Assistant Secretary of the Army for Acquisition, Logistics and Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Assistant Secretary of the Army for Acquisition, Logistics and Technology
Context triple: [Program Executive Office, Assembled Chemical Weapons Alternatives, subordinateTo, Assistant Secretary of the Army for Acquisition, Logistics and Technology]
  • A. 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.
  • B. Under Secretary of the Army
    The Under Secretary of the Army is the second-highest-ranking civilian official in the U.S. Department of the Army, responsible for assisting in the oversight, management, and policy direction of the Army.
  • C. Chief Information Officer of the Army
    The Chief Information Officer of the Army is the senior official responsible for overseeing the U.S. Army’s information technology strategy, cybersecurity, and digital modernization efforts.
  • D. Deputy Commanding General of United States Army Training and Doctrine Command
    The Deputy Commanding General of United States Army Training and Doctrine Command is a senior U.S. Army leader responsible for assisting in overseeing the development of training, doctrine, and operational concepts for the force.
  • E. Principal Deputy Assistant Secretary of the Army
    The Principal Deputy Assistant Secretary of the Army is the senior civilian official who serves as the primary deputy and chief advisor to an Assistant Secretary of the Army, helping oversee and manage their assigned portfolio within the Department of the Army.
  • 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 Army for Acquisition, Logistics and Technology
Triple: [Program Executive Office, Assembled Chemical Weapons Alternatives, subordinateTo, Assistant Secretary of the Army for Acquisition, Logistics and Technology]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Assistant Secretary of the Army for Acquisition, Logistics and Technology
Target entity description: 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.
  • A. 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.
  • B. Under Secretary of the Army
    The Under Secretary of the Army is the second-highest-ranking civilian official in the U.S. Department of the Army, responsible for assisting in the oversight, management, and policy direction of the Army.
  • C. Chief Information Officer of the Army
    The Chief Information Officer of the Army is the senior official responsible for overseeing the U.S. Army’s information technology strategy, cybersecurity, and digital modernization efforts.
  • D. Deputy Commanding General of United States Army Training and Doctrine Command
    The Deputy Commanding General of United States Army Training and Doctrine Command is a senior U.S. Army leader responsible for assisting in overseeing the development of training, doctrine, and operational concepts for the force.
  • E. Principal Deputy Assistant Secretary of the Army
    The Principal Deputy Assistant Secretary of the Army is the senior civilian official who serves as the primary deputy and chief advisor to an Assistant Secretary of the Army, helping oversee and manage their assigned portfolio within the Department of the Army.
  • 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_69ab4ac019c8819094add11c46706e32 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd426e2d4819081a07920b4d2a1cc completed March 7, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83bee4908190b5e446ddbf4e8889 completed March 10, 2026, 2:36 a.m.
NEDg Description generation batch_69af8434f61c81909bffb3f06acb733b completed March 10, 2026, 2:38 a.m.
NED2 Entity disambiguation (via description) batch_69af84b260b881909bbd3d2825f9dea7 completed March 10, 2026, 2:40 a.m.
Created at: March 6, 2026, 9:49 p.m.