Triple

T993335
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army Engineer Research and Development Center E21439 entity
Predicate isPartOf P10 FINISHED
Object 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.
E117001 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 Department of the Army research enterprise | Statement: [U.S. Army Engineer Research and Development Center, isPartOf, United States Department of the Army research enterprise]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Department of the Army research enterprise
Context triple: [U.S. Army Engineer Research and Development Center, isPartOf, United States Department of the Army research enterprise]
  • 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. 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 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 Combat Developments Command
    The U.S. Army Combat Developments Command was a major Army organization responsible for designing, testing, and refining doctrine, equipment, and organizational structures to shape the Army’s future combat capabilities.
  • 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 Department of the Army research enterprise
Triple: [U.S. Army Engineer Research and Development Center, isPartOf, United States Department of the Army research enterprise]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Department of the Army research enterprise
Target entity description: 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.
  • 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. 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 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 Combat Developments Command
    The U.S. Army Combat Developments Command was a major Army organization responsible for designing, testing, and refining doctrine, equipment, and organizational structures to shape the Army’s future combat capabilities.
  • 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_69a493c476b48190b41fc5e793171cc6 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4c5e16881908cd5f7ba2fcd5084 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac25919bcc8190886f19405536681b completed March 7, 2026, 1:18 p.m.
NEDg Description generation batch_69ac269b2054819081e17a1c13068c1b completed March 7, 2026, 1:22 p.m.
NED2 Entity disambiguation (via description) batch_69ac26f947d481908ab1b7115cf9dee7 completed March 7, 2026, 1:24 p.m.
Created at: March 1, 2026, 7:41 p.m.