Triple

T2762405
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Research, Development and Engineering Command E61253 entity
Predicate subordinateUnit P258 FINISHED
Object 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.
E296599 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: U.S. Army Armament Research, Development and Engineering Center | Statement: [U.S. Army Research, Development and Engineering Command, subordinateUnit, U.S. Army Armament Research, Development and Engineering Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Army Armament Research, Development and Engineering Center
Context triple: [U.S. Army Research, Development and Engineering Command, subordinateUnit, U.S. Army Armament Research, Development and Engineering Center]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. United States Department of the Army research enterprise
    The United States Department of the Army research enterprise is the overarching network of Army laboratories, centers, and programs that conduct scientific and engineering research to develop and sustain advanced capabilities for soldiers and land warfare.
  • 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: U.S. Army Armament Research, Development and Engineering Center
Triple: [U.S. Army Research, Development and Engineering Command, subordinateUnit, U.S. Army Armament Research, Development and Engineering Center]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Army Armament Research, Development and Engineering Center
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. United States Department of the Army research enterprise
    The United States Department of the Army research enterprise is the overarching network of Army laboratories, centers, and programs that conduct scientific and engineering research to develop and sustain advanced capabilities for soldiers and land warfare.
  • 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_69ab4b7bab6c8190a5c2efef19a8ef34 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd5072548190946f037c38aabb02 completed March 7, 2026, 8:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc04630b8819081cd8ddac1d42184 completed March 10, 2026, 6:55 a.m.
NEDg Description generation batch_69afc0b6368081908e2520ac6680a409 completed March 10, 2026, 6:56 a.m.
NED2 Entity disambiguation (via description) batch_69afc145e61881908c0eeae455b02a78 completed March 10, 2026, 6:59 a.m.
Created at: March 6, 2026, 9:57 p.m.