Triple

T13272793
Position Surface form Disambiguated ID Type / Status
Subject USMC Light Armored Reconnaissance battalions E316105 entity
Predicate doctrineSource P11295 FINISHED
Object Marine Corps Warfighting Publication on reconnaissance and security E1026471 NE FINISHED

How this triple was built (2 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: Marine Corps Warfighting Publication on reconnaissance and security | Statement: [USMC Light Armored Reconnaissance battalions, doctrineSource, Marine Corps Warfighting Publication on reconnaissance and security]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marine Corps Warfighting Publication on reconnaissance and security
Context triple: [USMC Light Armored Reconnaissance battalions, doctrineSource, Marine Corps Warfighting Publication on reconnaissance and security]
  • A. Marine Corps Warfighting Publication on reconnaissance and security chosen
    The Marine Corps Warfighting Publication on reconnaissance and security is an official doctrinal manual that outlines the concepts, tactics, and employment of Marine reconnaissance and security forces, particularly light armored reconnaissance units, in support of Marine Air-Ground Task Force operations.
  • B. Marine Corps Warfighting Publication 3-40.7
    Marine Corps Warfighting Publication 3-40.7 is an official United States Marine Corps doctrinal manual that provides guidance on the organization, employment, and operations of a Marine expeditionary force.
  • C. Marine Corps Operating Concepts
    Marine Corps Operating Concepts is a doctrinal publication that outlines how the U.S. Marine Corps plans, organizes, and conducts operations across the range of military missions.
  • D. Marine Corps Doctrinal Publication 1
    Marine Corps Doctrinal Publication 1 is the United States Marine Corps’ foundational warfighting philosophy manual, outlining its core concepts of maneuver warfare, leadership, and the nature of conflict.
  • E. Marine Corps Warfighting Publication 3-20 (Aviation Operations)
    Marine Corps Warfighting Publication 3-20 (Aviation Operations) is a doctrinal manual that outlines the principles, organization, and employment of United States Marine Corps aviation in support of Marine Air-Ground Task Force operations.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d806b1d9ac8190852c5571d5bd5f0f completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99020f710819094c2618662bdc7fd completed April 11, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69f70a51d458819080b8c8f3a4df0f52 completed May 3, 2026, 8:41 a.m.
Created at: April 9, 2026, 9:26 p.m.