Triple

T11809094

Position	Surface form	Disambiguated ID	Type / Status
Subject	Office of the Assistant Secretary of the Army for Acquisition, Logistics and Technology	`E280823`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	Deputy Assistant Secretary of the Army for Research and Technology The Deputy Assistant Secretary of the Army for Research and Technology is a senior civilian official who oversees and guides the Army’s science, technology, and research programs to support modernization and future capabilities.	`E949908`	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: Deputy Assistant Secretary of the Army for Research and Technology | Statement: [Office of the Assistant Secretary of the Army for Acquisition, Logistics and Technology, hasComponent, Deputy Assistant Secretary of the Army for Research and Technology]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Deputy Assistant Secretary of the Army for Research and Technology
Context triple: [Office of the Assistant Secretary of the Army for Acquisition, Logistics and Technology, hasComponent, Deputy Assistant Secretary of the Army for Research and Technology]

A. Under Secretary of Defense for Research and Engineering
The Under Secretary of Defense for Research and Engineering is the U.S. Department of Defense’s chief technology officer, responsible for driving innovation, advanced research, and modernization of military technologies.
B. 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.
C. Assistant Secretary of Defense for Acquisition
The Assistant Secretary of Defense for Acquisition is a senior U.S. Department of Defense official responsible for overseeing and guiding defense acquisition programs, policies, and procurement processes.
D. Assistant Secretary of Defense for Sustainment
The Assistant Secretary of Defense for Sustainment is a senior U.S. Department of Defense official responsible for policies and oversight related to logistics, materiel readiness, maintenance, and supply chain support for military forces.
E. 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.
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: Deputy Assistant Secretary of the Army for Research and Technology
Triple: [Office of the Assistant Secretary of the Army for Acquisition, Logistics and Technology, hasComponent, Deputy Assistant Secretary of the Army for Research and Technology]

Generated description

The Deputy Assistant Secretary of the Army for Research and Technology is a senior civilian official who oversees and guides the Army’s science, technology, and research programs to support modernization and future capabilities.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Deputy Assistant Secretary of the Army for Research and Technology
Target entity description: The Deputy Assistant Secretary of the Army for Research and Technology is a senior civilian official who oversees and guides the Army’s science, technology, and research programs to support modernization and future capabilities.

A. Under Secretary of Defense for Research and Engineering
The Under Secretary of Defense for Research and Engineering is the U.S. Department of Defense’s chief technology officer, responsible for driving innovation, advanced research, and modernization of military technologies.
B. 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.
C. Assistant Secretary of Defense for Acquisition
The Assistant Secretary of Defense for Acquisition is a senior U.S. Department of Defense official responsible for overseeing and guiding defense acquisition programs, policies, and procurement processes.
D. Assistant Secretary of Defense for Sustainment
The Assistant Secretary of Defense for Sustainment is a senior U.S. Department of Defense official responsible for policies and oversight related to logistics, materiel readiness, maintenance, and supply chain support for military forces.
E. 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.
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_69d6ab26aae88190b2489efcb2a24234`	completed	April 8, 2026, 7:23 p.m.
NER	Named-entity recognition	`batch_69d8a5c93a1881909b428bf3ed55bb57`	completed	April 10, 2026, 7:24 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69f166f16a908190803cc986ce596aa1`	completed	April 29, 2026, 2:03 a.m.
NEDg	Description generation	`batch_69f170034b488190a6976d3333823caa`	completed	April 29, 2026, 2:42 a.m.
NED2	Entity disambiguation (via description)	`batch_69f17805325881908b98eb9c8fc59778`	completed	April 29, 2026, 3:16 a.m.

Created at: April 8, 2026, 9:42 p.m.