Triple

T16396776
Position Surface form Disambiguated ID Type / Status
Subject Lima Company, 3rd Battalion, 1st Marines E398203 entity
Predicate usesDoctrine P4473 FINISHED
Object United States Marine Corps infantry doctrine
United States Marine Corps infantry doctrine is the formal set of principles, tactics, and procedures that guides how Marine infantry units are organized, trained, and employed in combat operations.
E1209580 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 Marine Corps infantry doctrine | Statement: [Lima Company, 3rd Battalion, 1st Marines, usesDoctrine, United States Marine Corps infantry doctrine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Marine Corps infantry doctrine
Context triple: [Lima Company, 3rd Battalion, 1st Marines, usesDoctrine, United States Marine Corps infantry doctrine]
  • A. 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.
  • B. 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.
  • C. U.S. Marine Corps health service support doctrine
    U.S. Marine Corps health service support doctrine is the overarching set of principles and guidelines that governs how Marine Corps medical units plan, organize, and deliver medical care and logistical health support to forces in combat and other operations.
  • D. Marine Corps Small Wars Manual
    The Marine Corps Small Wars Manual is a historic U.S. Marine Corps field manual that outlines principles and tactics for conducting counterinsurgency, guerrilla warfare, and other small-scale military interventions.
  • E. Marine Corps infantry training pipeline
    The Marine Corps infantry training pipeline is the structured sequence of courses and field exercises that transforms new Marines into combat-ready infantry through intensive weapons, tactics, and fieldcraft instruction.
  • 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 Marine Corps infantry doctrine
Triple: [Lima Company, 3rd Battalion, 1st Marines, usesDoctrine, United States Marine Corps infantry doctrine]
Generated description
United States Marine Corps infantry doctrine is the formal set of principles, tactics, and procedures that guides how Marine infantry units are organized, trained, and employed in combat operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Marine Corps infantry doctrine
Target entity description: United States Marine Corps infantry doctrine is the formal set of principles, tactics, and procedures that guides how Marine infantry units are organized, trained, and employed in combat operations.
  • A. 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.
  • B. 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.
  • C. U.S. Marine Corps health service support doctrine
    U.S. Marine Corps health service support doctrine is the overarching set of principles and guidelines that governs how Marine Corps medical units plan, organize, and deliver medical care and logistical health support to forces in combat and other operations.
  • D. Marine Corps Small Wars Manual
    The Marine Corps Small Wars Manual is a historic U.S. Marine Corps field manual that outlines principles and tactics for conducting counterinsurgency, guerrilla warfare, and other small-scale military interventions.
  • E. Marine Corps infantry training pipeline
    The Marine Corps infantry training pipeline is the structured sequence of courses and field exercises that transforms new Marines into combat-ready infantry through intensive weapons, tactics, and fieldcraft instruction.
  • 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_69d87f2950248190bc8ad9b9bebdc8c8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e327cb3c708190b64341cb1410ed81 completed April 18, 2026, 6:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00357838a88190be88c51f454be6eb completed May 10, 2026, 7:36 a.m.
NEDg Description generation batch_6a0035ea77dc8190bda37dac2710d0e3 completed May 10, 2026, 7:38 a.m.
NED2 Entity disambiguation (via description) batch_6a0036e53f2c81908f04a5e51870040c completed May 10, 2026, 7:42 a.m.
Created at: April 10, 2026, 5:09 a.m.