Triple

T2013792
Position Surface form Disambiguated ID Type / Status
Subject Armed Forces of Thailand E43746 entity
Predicate doctrineInfluence P10185 FINISHED
Object United States military doctrine
United States military doctrine is the body of fundamental principles and strategic concepts that guides how the U.S. armed forces plan, conduct, and coordinate military operations across all domains.
E226760 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 military doctrine | Statement: [Armed Forces of Thailand, doctrineInfluence, United States military doctrine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States military doctrine
Context triple: [Armed Forces of Thailand, doctrineInfluence, United States military doctrine]
  • A. 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.
  • B. National Military Strategy
    The National Military Strategy is a key U.S. defense document that outlines how the armed forces will organize, prepare, and employ military power to achieve national security objectives.
  • C. Department of Defense directives
    Department of Defense directives are formal, binding policy documents issued by the U.S. Department of Defense that establish overarching rules, responsibilities, and procedures for military operations, administration, and support activities across the armed forces.
  • D. 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.
  • E. Marine Corps leadership principles
    Marine Corps leadership principles are a set of time-tested guidelines that define how Marine leaders should think, act, and make decisions to effectively lead Marines in any situation.
  • 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 military doctrine
Triple: [Armed Forces of Thailand, doctrineInfluence, United States military doctrine]
Generated description
United States military doctrine is the body of fundamental principles and strategic concepts that guides how the U.S. armed forces plan, conduct, and coordinate military operations across all domains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States military doctrine
Target entity description: United States military doctrine is the body of fundamental principles and strategic concepts that guides how the U.S. armed forces plan, conduct, and coordinate military operations across all domains.
  • A. 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.
  • B. National Military Strategy
    The National Military Strategy is a key U.S. defense document that outlines how the armed forces will organize, prepare, and employ military power to achieve national security objectives.
  • C. Department of Defense directives
    Department of Defense directives are formal, binding policy documents issued by the U.S. Department of Defense that establish overarching rules, responsibilities, and procedures for military operations, administration, and support activities across the armed forces.
  • D. 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.
  • E. Marine Corps leadership principles
    Marine Corps leadership principles are a set of time-tested guidelines that define how Marine leaders should think, act, and make decisions to effectively lead Marines in any situation.
  • 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_69a88716e9f08190946313fdc949e3cf completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb8b42d508190bf2b63132bb2ad77 completed March 7, 2026, 5:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0aea65d881908eb751349a2c23f9 completed March 8, 2026, 11:48 p.m.
NEDg Description generation batch_69ae0bac5c448190997e58297355f3d6 completed March 8, 2026, 11:52 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c31f00c8190bb29098f95ee4cb9 completed March 8, 2026, 11:54 p.m.
Created at: March 4, 2026, 7:37 p.m.