Triple

T14595093
Position Surface form Disambiguated ID Type / Status
Subject 3rd Medical Battalion E342538 entity
Predicate doctrine P450 FINISHED
Object 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.
E1108037 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: U.S. Marine Corps health service support doctrine | Statement: [3rd Medical Battalion, doctrine, U.S. Marine Corps health service support doctrine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Marine Corps health service support doctrine
Context triple: [3rd Medical Battalion, doctrine, U.S. Marine Corps health service support 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. 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. Total Force policy of the United States Marine Corps
    The Total Force policy of the United States Marine Corps is an organizational doctrine that fully integrates active-duty, Reserve, and civilian components into a single, cohesive force for planning, training, and operational employment.
  • E. 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.
  • 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: U.S. Marine Corps health service support doctrine
Triple: [3rd Medical Battalion, doctrine, U.S. Marine Corps health service support doctrine]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Marine Corps health service support doctrine
Target entity description: 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.
  • 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. 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. Total Force policy of the United States Marine Corps
    The Total Force policy of the United States Marine Corps is an organizational doctrine that fully integrates active-duty, Reserve, and civilian components into a single, cohesive force for planning, training, and operational employment.
  • E. 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.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb43581348190b5362251c3a89654 completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94c81e608190848c290defcd84ac completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd971a0f088190bf03708dcb64fc89 completed May 8, 2026, 7:56 a.m.
NED2 Entity disambiguation (via description) batch_69fd97f447488190958e79d776e2ed47 completed May 8, 2026, 7:59 a.m.
Created at: April 10, 2026, 1:25 a.m.