Triple

T5184706
Position Surface form Disambiguated ID Type / Status
Subject United States Department of the Army research enterprise E117001 entity
Predicate includes P1393 FINISHED
Object Army research centers
Army research centers are specialized U.S. Army facilities that conduct scientific and technological research to develop and improve military capabilities, equipment, and operations.
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: Army research centers | Statement: [United States Department of the Army research enterprise, includes, Army research centers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Army research centers
Context triple: [United States Department of the Army research enterprise, includes, Army research centers]
  • A. 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.
  • B. 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.
  • C. Defense Agencies
    Defense Agencies are specialized U.S. Department of Defense components that provide centralized support and services—such as intelligence, logistics, and communications—to the military departments and combatant commands.
  • D. 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.
  • E. 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.
  • 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 research centers
Triple: [United States Department of the Army research enterprise, includes, Army research centers]
Generated description
Army research centers are specialized U.S. Army facilities that conduct scientific and technological research to develop and improve military capabilities, equipment, and operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Army research centers
Target entity description: Army research centers are specialized U.S. Army facilities that conduct scientific and technological research to develop and improve military capabilities, equipment, and operations.
  • A. United States Department of the Army research enterprise chosen
    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.
  • B. 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.
  • C. Defense Agencies
    Defense Agencies are specialized U.S. Department of Defense components that provide centralized support and services—such as intelligence, logistics, and communications—to the military departments and combatant commands.
  • D. 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.
  • E. 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.
  • 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_69bd44620ff48190bcac01782107a397 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79c1354c81908176703b4853c1a4 completed March 20, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee085177c8190afce36104b3e3809 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee5c7b528819097f2ab4945150dba completed March 21, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69bee64966f88190874edda00332e220 completed March 21, 2026, 6:41 p.m.
Created at: March 20, 2026, 1:46 p.m.