Triple

T1707385
Position Surface form Disambiguated ID Type / Status
Subject NATO military doctrine E36901 entity
Predicate isDocumentedIn P519 FINISHED
Object NATO Allied Tactical Publications
NATO Allied Tactical Publications are standardized tactical manuals that codify and harmonize operational procedures and doctrine for the armed forces of NATO member states.
 E195528 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 Allied Tactical Publications | Statement: [NATO military doctrine, isDocumentedIn, NATO Allied Tactical Publications]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NATO Allied Tactical Publications
Context triple: [NATO military doctrine, isDocumentedIn, NATO Allied Tactical Publications]
  • A. NATO Allied Land Publications
    NATO Allied Land Publications are official doctrinal manuals that define and standardize land warfare concepts, procedures, and tactics for NATO member armed forces.
  • B. NATO Allied Maritime Publications
    NATO Allied Maritime Publications are a series of standardized naval doctrine and procedural manuals used by NATO member states to ensure interoperability and coordinated maritime operations.
  • C. NATO Standardization Agreements
    NATO Standardization Agreements are formal accords that define common military standards, procedures, and technical specifications to ensure interoperability among the armed forces of NATO member states.
  • D. STANAG magazine
    The STANAG magazine is a standardized detachable box magazine widely used by NATO forces for various 5.56×45mm assault rifles, enabling interoperability of ammunition across different weapon platforms.
  • E. Ranger Handbook
    The Ranger Handbook is a U.S. Army field manual that provides comprehensive doctrine, tactics, techniques, and procedures for Army Rangers and small-unit infantry operations.
  • 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 Allied Tactical Publications
Triple: [NATO military doctrine, isDocumentedIn, NATO Allied Tactical Publications]
Generated description
NATO Allied Tactical Publications are standardized tactical manuals that codify and harmonize operational procedures and doctrine for the armed forces of NATO member states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NATO Allied Tactical Publications
Target entity description: NATO Allied Tactical Publications are standardized tactical manuals that codify and harmonize operational procedures and doctrine for the armed forces of NATO member states.
  • A. NATO Allied Land Publications
    NATO Allied Land Publications are official doctrinal manuals that define and standardize land warfare concepts, procedures, and tactics for NATO member armed forces.
  • B. NATO Allied Maritime Publications
    NATO Allied Maritime Publications are a series of standardized naval doctrine and procedural manuals used by NATO member states to ensure interoperability and coordinated maritime operations.
  • C. NATO Standardization Agreements
    NATO Standardization Agreements are formal accords that define common military standards, procedures, and technical specifications to ensure interoperability among the armed forces of NATO member states.
  • D. STANAG magazine
    The STANAG magazine is a standardized detachable box magazine widely used by NATO forces for various 5.56×45mm assault rifles, enabling interoperability of ammunition across different weapon platforms.
  • E. Ranger Handbook
    The Ranger Handbook is a U.S. Army field manual that provides comprehensive doctrine, tactics, techniques, and procedures for Army Rangers and small-unit infantry operations.
  • 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_69a88617439c819094ffb5d16a0f6307 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa62f6fc9c8190b61cc9872cc2adc0 completed March 6, 2026, 5:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0cf5a3481908434c725e85360a2 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada1a2122481909c7a3470e090af17 completed March 8, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69ada23515d08190833ad1a35bb7a265 completed March 8, 2026, 4:22 p.m.
Created at: March 4, 2026, 7:30 p.m.