Triple

T17714
Position Surface form Disambiguated ID Type / Status
Subject United States Army E349 entity
Predicate doctrine P450 FINISHED
Object Unified Land Operations
Unified Land Operations is the U.S. Army’s central warfighting doctrine that integrates offensive, defensive, and stability tasks to achieve decisive outcomes across the full spectrum of conflict.
E703 NE FINISHED

How this triple was built (5 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: Unified Land Operations | Statement: [United States Army, doctrine, Unified Land Operations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Unified Land Operations
Context triple: [United States Army, doctrine, Unified Land Operations]
  • A. National Military Establishment
    The National Military Establishment was the post–World War II U.S. federal organization that briefly coordinated the Army, Navy, and newly created Air Force before evolving into the Department of Defense.
  • B. United States Army
    The United States Army is the primary land warfare service branch of the U.S. Armed Forces, responsible for ground-based military operations and national defense.
  • C. Blitz
    The Blitz was the sustained German bombing campaign against the United Kingdom, particularly London, during 1940–1941 in World War II.
  • D. Wilson’s Ghost: Reducing the Risk of Conflict, Killing, and Catastrophe in the 21st Century
    "Wilson’s Ghost: Reducing the Risk of Conflict, Killing, and Catastrophe in the 21st Century" is a non-fiction book co-authored by former U.S. Defense Secretary Robert McNamara that reflects on lessons from 20th-century warfare to propose strategies for preventing large-scale conflict and mass violence in the modern world.
  • E. IRE Transactions on Military Electronics
    IRE Transactions on Military Electronics was a specialized scholarly journal published by the Institute of Radio Engineers focusing on research and developments in military and defense-related electronics.
  • 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: Unified Land Operations
Triple: [United States Army, doctrine, Unified Land Operations]
Generated description
Unified Land Operations is the U.S. Army’s central warfighting doctrine that integrates offensive, defensive, and stability tasks to achieve decisive outcomes across the full spectrum of conflict.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Unified Land Operations
Target entity description: Unified Land Operations is the U.S. Army’s central warfighting doctrine that integrates offensive, defensive, and stability tasks to achieve decisive outcomes across the full spectrum of conflict.
  • A. National Military Establishment
    The National Military Establishment was the post–World War II U.S. federal organization that briefly coordinated the Army, Navy, and newly created Air Force before evolving into the Department of Defense.
  • B. United States Army
    The United States Army is the primary land warfare service branch of the U.S. Armed Forces, responsible for ground-based military operations and national defense.
  • C. Blitz
    The Blitz was the sustained German bombing campaign against the United Kingdom, particularly London, during 1940–1941 in World War II.
  • D. Wilson’s Ghost: Reducing the Risk of Conflict, Killing, and Catastrophe in the 21st Century
    "Wilson’s Ghost: Reducing the Risk of Conflict, Killing, and Catastrophe in the 21st Century" is a non-fiction book co-authored by former U.S. Defense Secretary Robert McNamara that reflects on lessons from 20th-century warfare to propose strategies for preventing large-scale conflict and mass violence in the modern world.
  • E. IRE Transactions on Military Electronics
    IRE Transactions on Military Electronics was a specialized scholarly journal published by the Institute of Radio Engineers focusing on research and developments in military and defense-related electronics.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: doctrine
Context triple: [United States Army, doctrine, Unified Land Operations]
  • A. foreignPolicyDoctrine
    Indicates a state's overarching principles or strategic approach that guide its decisions and behavior in international relations.
  • B. religiousAffiliation
    Indicates that one entity has a specified religious association, belief system, or denominational membership.
  • C. subjectMatter chosen
    Indicates the topic, theme, or content area that something (such as a work, document, or discussion) is about.
  • D. formerReligiousAffiliation
    Indicates that an entity previously adhered to a particular religion or religious denomination but no longer does so.
  • E. theme
    Indicates the entity that is the primary participant or content affected or characterized by an action, event, or state.
  • F. None of above.

Provenance (6 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_69a23d7ad88c8190bffe8ab091d86642 completed Feb. 28, 2026, 12:57 a.m.
NER Named-entity recognition batch_69a242494a548190a5776fb6cad4d4af completed Feb. 28, 2026, 1:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69a243ca1c908190a50e20627e1b9a1e completed Feb. 28, 2026, 1:24 a.m.
NEDg Description generation batch_69a24667687481908fdf2588b57ceadc completed Feb. 28, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69a247312efc81908e6a6b75c520795d completed Feb. 28, 2026, 1:38 a.m.
PD Predicate disambiguation batch_69a23fedf0fc8190ad99bd1da297b14d completed Feb. 28, 2026, 1:07 a.m.
Created at: Feb. 28, 2026, 1:02 a.m.