Triple

T8234250
Position Surface form Disambiguated ID Type / Status
Subject AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices E192364 entity
Predicate usedBy P260 FINISHED
Object NATO joint forces
NATO joint forces are multinational military units from member states that operate together under integrated command structures to conduct collective defense, crisis management, and cooperative security missions.
E38014 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 joint forces | Statement: [AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices, usedBy, NATO joint forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NATO joint forces
Context triple: [AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices, usedBy, NATO joint forces]
  • A. 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.
  • B. NATO military commands
    NATO military commands are the integrated multinational command structures responsible for planning and conducting the North Atlantic Treaty Organization’s collective defense and security operations.
  • C. NATO Response Force
    The NATO Response Force is a highly ready, multinational military force capable of rapid deployment to respond to crises and threats against NATO members.
  • D. NATO military police forces
    NATO military police forces are multinational military law enforcement units within the North Atlantic Treaty Organization responsible for maintaining discipline, security, and order among allied armed forces during operations and deployments.
  • E. Combined Forces Command
    Combined Forces Command is a binational U.S.–South Korean military headquarters responsible for the integrated defense of South Korea against external aggression.
  • 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 joint forces
Triple: [AJP-3.15 Allied Joint Doctrine for Countering Improvised Explosive Devices, usedBy, NATO joint forces]
Generated description
NATO joint forces are multinational military units from member states that operate together under integrated command structures to conduct collective defense, crisis management, and cooperative security missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NATO joint forces
Target entity description: NATO joint forces are multinational military units from member states that operate together under integrated command structures to conduct collective defense, crisis management, and cooperative security missions.
  • A. 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.
  • B. NATO military commands chosen
    NATO military commands are the integrated multinational command structures responsible for planning and conducting the North Atlantic Treaty Organization’s collective defense and security operations.
  • C. NATO Response Force
    The NATO Response Force is a highly ready, multinational military force capable of rapid deployment to respond to crises and threats against NATO members.
  • D. NATO military police forces
    NATO military police forces are multinational military law enforcement units within the North Atlantic Treaty Organization responsible for maintaining discipline, security, and order among allied armed forces during operations and deployments.
  • E. Combined Forces Command
    Combined Forces Command is a binational U.S.–South Korean military headquarters responsible for the integrated defense of South Korea against external aggression.
  • 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_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.