Triple

T8474591
Position Surface form Disambiguated ID Type / Status
Subject NATO Allied Logistic Publications E200357 entity
Predicate hasComponent P35 FINISHED
Object Allied Joint Logistic Publications (AJLP)
Allied Joint Logistic Publications (AJLP) are NATO doctrinal documents that provide standardized guidance and procedures for planning and conducting joint logistics support across allied operations.
E200357 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: Allied Joint Logistic Publications (AJLP) | Statement: [NATO Allied Logistic Publications, hasComponent, Allied Joint Logistic Publications (AJLP)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Allied Joint Logistic Publications (AJLP)
Context triple: [NATO Allied Logistic Publications, hasComponent, Allied Joint Logistic Publications (AJLP)]
  • A. AJP-4 Allied Joint Doctrine for Logistics
    AJP-4 Allied Joint Doctrine for Logistics is a NATO publication that sets out the overarching principles, structures, and procedures for coordinating and conducting logistics support in allied joint operations.
  • B. NATO Allied Logistic Publications
    NATO Allied Logistic Publications are standardized NATO documents that define common logistics principles, procedures, and guidance to ensure interoperability and support among Allied armed forces.
  • C. AJP-01 Allied Joint Doctrine
    AJP-01 Allied Joint Doctrine is NATO’s core capstone publication that defines the fundamental principles and framework for planning and conducting joint and combined military operations among Allied forces.
  • D. Allied Joint Publications (AJP)
    Allied Joint Publications (AJP) are NATO’s authoritative series of doctrinal manuals that provide standardized guidance for planning and conducting joint and combined military operations across the Alliance.
  • E. AJP-3 Allied Joint Doctrine for the Conduct of Operations
    AJP-3 Allied Joint Doctrine for the Conduct of Operations is a core NATO publication that provides overarching principles, guidance, and procedures for planning and executing joint and combined military operations among Allied forces.
  • 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: Allied Joint Logistic Publications (AJLP)
Triple: [NATO Allied Logistic Publications, hasComponent, Allied Joint Logistic Publications (AJLP)]
Generated description
Allied Joint Logistic Publications (AJLP) are NATO doctrinal documents that provide standardized guidance and procedures for planning and conducting joint logistics support across allied operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Allied Joint Logistic Publications (AJLP)
Target entity description: Allied Joint Logistic Publications (AJLP) are NATO doctrinal documents that provide standardized guidance and procedures for planning and conducting joint logistics support across allied operations.
  • A. AJP-4 Allied Joint Doctrine for Logistics
    AJP-4 Allied Joint Doctrine for Logistics is a NATO publication that sets out the overarching principles, structures, and procedures for coordinating and conducting logistics support in allied joint operations.
  • B. NATO Allied Logistic Publications chosen
    NATO Allied Logistic Publications are standardized NATO documents that define common logistics principles, procedures, and guidance to ensure interoperability and support among Allied armed forces.
  • C. AJP-01 Allied Joint Doctrine
    AJP-01 Allied Joint Doctrine is NATO’s core capstone publication that defines the fundamental principles and framework for planning and conducting joint and combined military operations among Allied forces.
  • D. Allied Joint Publications (AJP)
    Allied Joint Publications (AJP) are NATO’s authoritative series of doctrinal manuals that provide standardized guidance for planning and conducting joint and combined military operations across the Alliance.
  • E. AJP-3 Allied Joint Doctrine for the Conduct of Operations
    AJP-3 Allied Joint Doctrine for the Conduct of Operations is a core NATO publication that provides overarching principles, guidance, and procedures for planning and executing joint and combined military operations among Allied forces.
  • 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_69ca831a4f348190bfdd09250e86ae35 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe4f89e0081909e74beb7c8f55653 completed March 31, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a057b6c8190ad592110ca393ee2 completed April 2, 2026, 9:42 a.m.
NEDg Description generation batch_69ce3b1f6f7c8190927b5e2684ae207b completed April 2, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69ce3b9d38e081909be10cb209b15427 completed April 2, 2026, 9:49 a.m.
Created at: March 30, 2026, 6:11 p.m.