Triple

T4335495
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Futures Command E97451 entity
Predicate hasComponent P35 FINISHED
Object Army Applications Laboratory
The Army Applications Laboratory is an innovation hub within the U.S. Army that partners with industry and academia to rapidly develop and transition cutting-edge technologies for military use.
E430694 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: Army Applications Laboratory | Statement: [U.S. Army Futures Command, hasComponent, Army Applications Laboratory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Army Applications Laboratory
Context triple: [U.S. Army Futures Command, hasComponent, Army Applications Laboratory]
  • A. U.S. Army Research Laboratory
    The U.S. Army Research Laboratory is the Army’s central laboratory for fundamental and applied research, providing innovative science and technology solutions to enhance the capabilities and readiness of U.S. soldiers.
  • B. U.S. Army Aberdeen Test Center
    The U.S. Army Aberdeen Test Center is a major Army proving and testing facility that conducts developmental and operational testing of military vehicles, weapons, and equipment at Aberdeen Proving Ground in Maryland.
  • C. Army Research Office
    The Army Research Office is a U.S. Army organization that funds and manages basic and applied scientific research to advance military-relevant technologies.
  • D. 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.
  • E. Air Force Research Laboratory
    The Air Force Research Laboratory is the primary scientific research and development center for the United States Air Force and Space Force, advancing technologies in areas such as aerospace, materials, sensors, and directed energy.
  • 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: Army Applications Laboratory
Triple: [U.S. Army Futures Command, hasComponent, Army Applications Laboratory]
Generated description
The Army Applications Laboratory is an innovation hub within the U.S. Army that partners with industry and academia to rapidly develop and transition cutting-edge technologies for military use.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Army Applications Laboratory
Target entity description: The Army Applications Laboratory is an innovation hub within the U.S. Army that partners with industry and academia to rapidly develop and transition cutting-edge technologies for military use.
  • A. U.S. Army Research Laboratory
    The U.S. Army Research Laboratory is the Army’s central laboratory for fundamental and applied research, providing innovative science and technology solutions to enhance the capabilities and readiness of U.S. soldiers.
  • B. U.S. Army Aberdeen Test Center
    The U.S. Army Aberdeen Test Center is a major Army proving and testing facility that conducts developmental and operational testing of military vehicles, weapons, and equipment at Aberdeen Proving Ground in Maryland.
  • C. Army Research Office
    The Army Research Office is a U.S. Army organization that funds and manages basic and applied scientific research to advance military-relevant technologies.
  • D. 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.
  • E. Air Force Research Laboratory
    The Air Force Research Laboratory is the primary scientific research and development center for the United States Air Force and Space Force, advancing technologies in areas such as aerospace, materials, sensors, and directed energy.
  • 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_69b3454662a481908fbcd0bbfaa3a0a4 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35152bfc88190ab5d53ca38f98d8a completed March 12, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d0a9967481908828ceeb76ce4cbf completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d14748108190a6f5d4aebaa83ed6 completed March 14, 2026, 9:21 p.m.
NED2 Entity disambiguation (via description) batch_69b5d1b610888190bccace493224c373 completed March 14, 2026, 9:23 p.m.
Created at: March 12, 2026, 11:14 p.m.