Triple

T2309448
Position Surface form Disambiguated ID Type / Status
Subject Marine expeditionary force E51917 entity
Predicate doctrine P450 FINISHED
Object 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.
E254267 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 Warfighting Publication 3-40.7 | Statement: [Marine expeditionary force, doctrine, Marine Corps Warfighting Publication 3-40.7]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marine Corps Warfighting Publication 3-40.7
Context triple: [Marine expeditionary force, doctrine, Marine Corps Warfighting Publication 3-40.7]
  • 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. U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)
    The U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24) is a doctrinal guide that reshaped modern U.S. military strategy by outlining principles and practices for conducting counterinsurgency operations.
  • C. AJP-3.1 Allied Joint Maritime Operations
    AJP-3.1 Allied Joint Maritime Operations is a NATO doctrinal publication that provides the overarching principles, procedures, and guidance for planning and conducting joint and combined maritime operations among Allied forces.
  • D. NATO Allied Tactical Publications
    NATO Allied Tactical Publications are standardized tactical manuals that codify and harmonize operational procedures and doctrine for the armed forces of NATO member states.
  • E. Marine Corps leadership principles
    Marine Corps leadership principles are a set of time-tested guidelines that define how Marine leaders should think, act, and make decisions to effectively lead Marines in any situation.
  • 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 Warfighting Publication 3-40.7
Triple: [Marine expeditionary force, doctrine, Marine Corps Warfighting Publication 3-40.7]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marine Corps Warfighting Publication 3-40.7
Target entity description: 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.
  • 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. U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24)
    The U.S. Army/Marine Corps Counterinsurgency Field Manual (FM 3-24) is a doctrinal guide that reshaped modern U.S. military strategy by outlining principles and practices for conducting counterinsurgency operations.
  • C. AJP-3.1 Allied Joint Maritime Operations
    AJP-3.1 Allied Joint Maritime Operations is a NATO doctrinal publication that provides the overarching principles, procedures, and guidance for planning and conducting joint and combined maritime operations among Allied forces.
  • D. NATO Allied Tactical Publications
    NATO Allied Tactical Publications are standardized tactical manuals that codify and harmonize operational procedures and doctrine for the armed forces of NATO member states.
  • E. Marine Corps leadership principles
    Marine Corps leadership principles are a set of time-tested guidelines that define how Marine leaders should think, act, and make decisions to effectively lead Marines in any situation.
  • 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_69a88b0bb30c81908ded03b006d29387 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc607cf4881908ba4ea2a7f5dedc9 completed March 7, 2026, 6:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7f3a007c8190b5c8683ced9d77fa completed March 9, 2026, 8:05 a.m.
NEDg Description generation batch_69ae7feec1288190a76192e0cbfb2f63 completed March 9, 2026, 8:08 a.m.
NED2 Entity disambiguation (via description) batch_69ae806fd8008190bfd6c6bcd1d0ddbd completed March 9, 2026, 8:10 a.m.
Created at: March 4, 2026, 7:49 p.m.