Triple

T7664222
Position Surface form Disambiguated ID Type / Status
Subject Semper Fidelis E173587 entity
Predicate appearsIn P795 FINISHED
Object Marine Corps publications
Marine Corps publications are official documents and materials produced by the United States Marine Corps that provide doctrine, policy, training guidance, and historical information for Marines and related audiences.
 E679844 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: Marine Corps publications | Statement: [Semper Fidelis, appearsIn, Marine Corps publications]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marine Corps publications
Context triple: [Semper Fidelis, appearsIn, Marine Corps publications]
  • A. 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.
  • B. Marine Corps Press
    Marine Corps Press is the publishing arm of Marine Corps University that produces scholarly and professional works on Marine Corps history, doctrine, and military studies.
  • 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 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: Marine Corps publications
Triple: [Semper Fidelis, appearsIn, Marine Corps publications]
Generated description
Marine Corps publications are official documents and materials produced by the United States Marine Corps that provide doctrine, policy, training guidance, and historical information for Marines and related audiences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marine Corps publications
Target entity description: Marine Corps publications are official documents and materials produced by the United States Marine Corps that provide doctrine, policy, training guidance, and historical information for Marines and related audiences.
  • A. 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.
  • B. Marine Corps Press
    Marine Corps Press is the publishing arm of Marine Corps University that produces scholarly and professional works on Marine Corps history, doctrine, and military studies.
  • 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 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_69c699562484819086752091e3164a27 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701a868bc8190b975cae769e23546 completed March 27, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89b1fdccc8190a69b4745dc3b2347 completed March 29, 2026, 3:23 a.m.
NEDg Description generation batch_69c89d513af88190b453bf3bf1adcbfb completed March 29, 2026, 3:32 a.m.
NED2 Entity disambiguation (via description) batch_69c89ddd81a88190924d41529e94b06b completed March 29, 2026, 3:34 a.m.
Created at: March 27, 2026, 4 p.m.