Triple

T4265557
Position Surface form Disambiguated ID Type / Status
Subject Military Surface Deployment and Distribution Command E96815 entity
Predicate componentOf P35 FINISHED
Object 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.
E429653 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: United States Army Materiel Enterprise | Statement: [Military Surface Deployment and Distribution Command, componentOf, United States Army Materiel Enterprise]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Army Materiel Enterprise
Context triple: [Military Surface Deployment and Distribution Command, componentOf, United States Army Materiel Enterprise]
  • 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. 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.
  • C. U.S. Army Medical Materiel Agency
    The U.S. Army Medical Materiel Agency is a specialized Army organization responsible for developing, managing, and fielding medical equipment and logistics support for U.S. military forces.
  • D. U.S. Army Test and Evaluation Command
    The U.S. Army Test and Evaluation Command is the Army’s primary organization responsible for testing, evaluating, and validating the performance and safety of military systems and equipment before they are fielded.
  • E. U.S. Army Natick Soldier Research Development and Engineering Center
    The U.S. Army Natick Soldier Research Development and Engineering Center is a U.S. military research facility focused on developing advanced equipment, clothing, and technologies to enhance soldier protection, performance, and survivability.
  • 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: United States Army Materiel Enterprise
Triple: [Military Surface Deployment and Distribution Command, componentOf, United States Army Materiel Enterprise]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Army Materiel Enterprise
Target entity description: 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.
  • 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. 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.
  • C. U.S. Army Medical Materiel Agency
    The U.S. Army Medical Materiel Agency is a specialized Army organization responsible for developing, managing, and fielding medical equipment and logistics support for U.S. military forces.
  • D. U.S. Army Test and Evaluation Command
    The U.S. Army Test and Evaluation Command is the Army’s primary organization responsible for testing, evaluating, and validating the performance and safety of military systems and equipment before they are fielded.
  • E. U.S. Army Natick Soldier Research Development and Engineering Center
    The U.S. Army Natick Soldier Research Development and Engineering Center is a U.S. military research facility focused on developing advanced equipment, clothing, and technologies to enhance soldier protection, performance, and survivability.
  • 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_69b34543f06c8190915ebb1a4574ffa9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34fcad0a881908e1cac0a6da5a321 completed March 12, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c71c9b488190abbca16d3ea70ae8 completed March 14, 2026, 8:37 p.m.
NEDg Description generation batch_69b5cad509f081908cac36f835e18a3b completed March 14, 2026, 8:53 p.m.
NED2 Entity disambiguation (via description) batch_69b5cb2c69908190a6b584336b1fb690 completed March 14, 2026, 8:55 p.m.
Created at: March 12, 2026, 11:07 p.m.