Triple

T11640452
Position Surface form Disambiguated ID Type / Status
Subject Training and Education Command E276644 entity
Predicate hasComponent P35 FINISHED
Object Formal Learning Centers of the Marine Corps
The Formal Learning Centers of the Marine Corps are specialized schools and training institutions that provide structured, career-specific education and skills development to Marines across a range of occupational fields.
E937466 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: Formal Learning Centers of the Marine Corps | Statement: [Training and Education Command, hasComponent, Formal Learning Centers of the Marine Corps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Formal Learning Centers of the Marine Corps
Context triple: [Training and Education Command, hasComponent, Formal Learning Centers of the Marine Corps]
  • A. 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.
  • B. Marine Corps officer accession pipeline
    The Marine Corps officer accession pipeline is the structured process through which the United States Marine Corps recruits, evaluates, trains, and commissions new officers.
  • C. Marine Corps directives system
    The Marine Corps directives system is the formal framework through which the United States Marine Corps issues, organizes, and manages its official policies, orders, and regulations.
  • 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 leadership publications
    Marine Corps leadership publications are official doctrinal and training materials that define and guide the leadership principles, ethics, and professional conduct expected of United States Marines.
  • 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: Formal Learning Centers of the Marine Corps
Triple: [Training and Education Command, hasComponent, Formal Learning Centers of the Marine Corps]
Generated description
The Formal Learning Centers of the Marine Corps are specialized schools and training institutions that provide structured, career-specific education and skills development to Marines across a range of occupational fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Formal Learning Centers of the Marine Corps
Target entity description: The Formal Learning Centers of the Marine Corps are specialized schools and training institutions that provide structured, career-specific education and skills development to Marines across a range of occupational fields.
  • A. 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.
  • B. Marine Corps officer accession pipeline
    The Marine Corps officer accession pipeline is the structured process through which the United States Marine Corps recruits, evaluates, trains, and commissions new officers.
  • C. Marine Corps directives system
    The Marine Corps directives system is the formal framework through which the United States Marine Corps issues, organizes, and manages its official policies, orders, and regulations.
  • 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 leadership publications
    Marine Corps leadership publications are official doctrinal and training materials that define and guide the leadership principles, ethics, and professional conduct expected of United States Marines.
  • 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_69d6aafa51148190ab84940694c00235 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a260ab488190ab1c00d9850f3096 completed April 10, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee87deb3888190842bd61efd7b3989 completed April 26, 2026, 9:47 p.m.
NEDg Description generation batch_69eeb31438f88190bab71212293f2d2e completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eecd954b348190bf2f3ad66acbf1b7 completed April 27, 2026, 2:44 a.m.
Created at: April 8, 2026, 9:39 p.m.