Triple

T12414486

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Army Aviation and Missile Research, Development and Engineering Center	`E296600`	entity
Predicate	abbreviation	`P43`	FINISHED
Object	AMRDEC AMRDEC is a U.S. Army research and development organization focused on advancing aviation and missile technologies for military applications.	`E61253`	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: AMRDEC | Statement: [U.S. Army Aviation and Missile Research, Development and Engineering Center, abbreviation, AMRDEC]

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

Target entity: AMRDEC
Context triple: [U.S. Army Aviation and Missile Research, Development and Engineering Center, abbreviation, AMRDEC]

A. U.S. Army Materiel Command
The U.S. Army Materiel Command is a major Army command responsible for the development, procurement, distribution, and sustainment of equipment, supplies, and logistics support for U.S. Army forces worldwide.
B. United States Army Materiel Enterprise
The United States Army Materiel Enterprise is the overarching logistics and sustainment framework that integrates organizations responsible for equipping, supplying, and transporting Army forces worldwide.
C. U.S. Army Research, Development and Engineering Command
The U.S. Army Research, Development and Engineering Command was a major Army organization responsible for developing and integrating advanced technologies and systems to enhance the capabilities and effectiveness of U.S. soldiers.
D. U.S. Army Armament Research, Development and Engineering Center
The U.S. Army Armament Research, Development and Engineering Center is a primary Army organization responsible for developing, engineering, and improving weapons, munitions, and armament systems for U.S. military forces.
E. U.S. Army Tank Automotive Research, Development and Engineering Center
The U.S. Army Tank Automotive Research, Development and Engineering Center is a primary Army organization responsible for developing, engineering, and sustaining advanced ground vehicle and automotive systems for military use.
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: AMRDEC
Triple: [U.S. Army Aviation and Missile Research, Development and Engineering Center, abbreviation, AMRDEC]

Generated description

AMRDEC is a U.S. Army research and development organization focused on advancing aviation and missile technologies for military applications.

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

Target entity: AMRDEC
Target entity description: AMRDEC is a U.S. Army research and development organization focused on advancing aviation and missile technologies for military applications.

A. U.S. Army Materiel Command
The U.S. Army Materiel Command is a major Army command responsible for the development, procurement, distribution, and sustainment of equipment, supplies, and logistics support for U.S. Army forces worldwide.
B. United States Army Materiel Enterprise
The United States Army Materiel Enterprise is the overarching logistics and sustainment framework that integrates organizations responsible for equipping, supplying, and transporting Army forces worldwide.
C. U.S. Army Research, Development and Engineering Command chosen
The U.S. Army Research, Development and Engineering Command was a major Army organization responsible for developing and integrating advanced technologies and systems to enhance the capabilities and effectiveness of U.S. soldiers.
D. U.S. Army Armament Research, Development and Engineering Center
The U.S. Army Armament Research, Development and Engineering Center is a primary Army organization responsible for developing, engineering, and improving weapons, munitions, and armament systems for U.S. military forces.
E. U.S. Army Tank Automotive Research, Development and Engineering Center
The U.S. Army Tank Automotive Research, Development and Engineering Center is a primary Army organization responsible for developing, engineering, and sustaining advanced ground vehicle and automotive systems for military use.
F. None of above.

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_69d6ad9f464c81909db36d7e96e34b9e`	completed	April 8, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69d94d6c4f6c8190bc99d3f7b64205c3`	completed	April 10, 2026, 7:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f63f002b7c81909ee9d4ea3ea6d5f2`	completed	May 2, 2026, 6:14 p.m.
NEDg	Description generation	`batch_69f640874a0481908d9203b48304d866`	completed	May 2, 2026, 6:20 p.m.
NED2	Entity disambiguation (via description)	`batch_69f641287f888190bc7000c256c362d3`	completed	May 2, 2026, 6:23 p.m.

Created at: April 8, 2026, 9:55 p.m.