Triple

T19115016
Position Surface form Disambiguated ID Type / Status
Subject 21st century U.S. Army E467883 entity
Predicate usesDoctrine P4473 FINISHED
Object Multi-Domain Operations
Multi-Domain Operations is a U.S. Army warfighting concept that integrates capabilities across land, air, sea, space, and cyberspace to achieve overmatch against adversaries in complex, contested environments.
E1360311 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: Multi-Domain Operations | Statement: [21st century U.S. Army, usesDoctrine, Multi-Domain Operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Multi-Domain Operations
Context triple: [21st century U.S. Army, usesDoctrine, Multi-Domain Operations]
  • A. Integrated Operational Teams
    Integrated Operational Teams are multidisciplinary units within the UN Department of Peace Operations that provide integrated planning, management, and support to specific peacekeeping missions and field operations.
  • B. Multimodal operations division
    The Multimodal Operations Division is a unit within the Missouri Department of Transportation responsible for planning, managing, and supporting transportation modes beyond highways, such as transit, rail, aviation, waterways, and bicycle/pedestrian systems.
  • C. Division of Operations
    The Division of Operations is a unit within the New York State Department of Environmental Conservation responsible for managing the agency’s physical infrastructure, facilities, and support services to enable environmental programs statewide.
  • D. Division of Operations
    The Division of Operations is a unit within the New York State Office of Parks, Recreation and Historic Preservation responsible for managing the day-to-day functioning, maintenance, and support services of the state park system.
  • E. Division of Operations
    The Division of Operations is a unit within the New Jersey Department of Transportation responsible for managing and coordinating the day-to-day functioning of the state’s transportation systems and infrastructure.
  • 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: Multi-Domain Operations
Triple: [21st century U.S. Army, usesDoctrine, Multi-Domain Operations]
Generated description
Multi-Domain Operations is a U.S. Army warfighting concept that integrates capabilities across land, air, sea, space, and cyberspace to achieve overmatch against adversaries in complex, contested environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Multi-Domain Operations
Target entity description: Multi-Domain Operations is a U.S. Army warfighting concept that integrates capabilities across land, air, sea, space, and cyberspace to achieve overmatch against adversaries in complex, contested environments.
  • A. Integrated Operational Teams
    Integrated Operational Teams are multidisciplinary units within the UN Department of Peace Operations that provide integrated planning, management, and support to specific peacekeeping missions and field operations.
  • B. Multimodal operations division
    The Multimodal Operations Division is a unit within the Missouri Department of Transportation responsible for planning, managing, and supporting transportation modes beyond highways, such as transit, rail, aviation, waterways, and bicycle/pedestrian systems.
  • C. Division of Operations
    The Division of Operations is a unit within the New York State Department of Environmental Conservation responsible for managing the agency’s physical infrastructure, facilities, and support services to enable environmental programs statewide.
  • D. Division of Operations
    The Division of Operations is a unit within the New York State Office of Parks, Recreation and Historic Preservation responsible for managing the day-to-day functioning, maintenance, and support services of the state park system.
  • E. Division of Operations
    The Division of Operations is a unit within the New Jersey Department of Transportation responsible for managing and coordinating the day-to-day functioning of the state’s transportation systems and infrastructure.
  • 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_69d8dd06a26481908039e2a1bae8c597 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e39736588190b80ddef77101641a completed April 20, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05e66ffaf481909c31c007cb165147 completed May 14, 2026, 3:12 p.m.
NEDg Description generation batch_6a05e9cc2f90819082679876c6a713b5 completed May 14, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_6a06ee0aa8748190bf2ac6740f47c591 completed May 15, 2026, 9:57 a.m.
Created at: April 10, 2026, 12:05 p.m.