Triple

T8233988
Position Surface form Disambiguated ID Type / Status
Subject NATO Allied Land Publications E192358 entity
Predicate hasUser P6943 FINISHED
Object NATO land planners
NATO land planners are military professionals responsible for developing, coordinating, and implementing land warfare strategies and operations within the NATO alliance.
 E720687 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: NATO land planners | Statement: [NATO Allied Land Publications, hasUser, NATO land planners]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NATO land planners
Context triple: [NATO Allied Land Publications, hasUser, NATO land planners]
  • A. Strategic Commands of NATO
    The Strategic Commands of NATO are the alliance’s highest-level military headquarters responsible for directing overall strategic planning, operations, and force development across the transatlantic area.
  • B. NATO Defence Planning Process
    The NATO Defence Planning Process is the Alliance’s structured framework for translating political guidance into concrete military capability targets and coordinating member states’ efforts to develop and deliver those capabilities.
  • C. NATO land forces
    NATO land forces are the alliance’s collective ground combat components, comprising the armies of member states organized for joint defense, deterrence, and multinational operations.
  • D. NATO capability development
    NATO capability development is the process by which the Alliance identifies, plans, and delivers the military capabilities needed to meet current and future operational requirements across its member states.
  • E. NATO military doctrine
    NATO military doctrine is the standardized set of strategic, operational, and tactical principles that guide the planning, training, and conduct of military operations among member states of the North Atlantic Treaty Organization.
  • 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: NATO land planners
Triple: [NATO Allied Land Publications, hasUser, NATO land planners]
Generated description
NATO land planners are military professionals responsible for developing, coordinating, and implementing land warfare strategies and operations within the NATO alliance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NATO land planners
Target entity description: NATO land planners are military professionals responsible for developing, coordinating, and implementing land warfare strategies and operations within the NATO alliance.
  • A. Strategic Commands of NATO
    The Strategic Commands of NATO are the alliance’s highest-level military headquarters responsible for directing overall strategic planning, operations, and force development across the transatlantic area.
  • B. NATO Defence Planning Process
    The NATO Defence Planning Process is the Alliance’s structured framework for translating political guidance into concrete military capability targets and coordinating member states’ efforts to develop and deliver those capabilities.
  • C. NATO land forces
    NATO land forces are the alliance’s collective ground combat components, comprising the armies of member states organized for joint defense, deterrence, and multinational operations.
  • D. NATO capability development
    NATO capability development is the process by which the Alliance identifies, plans, and delivers the military capabilities needed to meet current and future operational requirements across its member states.
  • E. NATO military doctrine
    NATO military doctrine is the standardized set of strategic, operational, and tactical principles that guide the planning, training, and conduct of military operations among member states of the North Atlantic Treaty Organization.
  • 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_69ca82db5b90819085d1ad7c2e27bfcc completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb782792a48190a34b0abfcc92064b completed March 31, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd34f0a770819089520e689ca9937a completed April 1, 2026, 3:08 p.m.
NEDg Description generation batch_69cd37a290508190b598f96220056041 completed April 1, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_69cd4eb519608190b5d0f534170214b5 completed April 1, 2026, 4:58 p.m.
Created at: March 30, 2026, 5:46 p.m.