Triple

T10778942
Position Surface form Disambiguated ID Type / Status
Subject Marine Corps Doctrinal Publication 1 E254266 entity
Predicate title P38 FINISHED
Object Warfighting
Warfighting is the United States Marine Corps’ foundational doctrinal publication that outlines its philosophy, principles, and approach to the conduct of war.
E886316 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: Warfighting | Statement: [Marine Corps Doctrinal Publication 1, title, Warfighting]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Warfighting
Context triple: [Marine Corps Doctrinal Publication 1, title, Warfighting]
  • A. Joint Warfare
    Joint Warfare is the integrated conduct of military operations by multiple service branches working together to achieve unified strategic and operational objectives.
  • B. N7 Warfighting Development
    N7 Warfighting Development is a division within the U.S. Navy’s Office of the Chief of Naval Operations responsible for advancing naval warfighting concepts, doctrine, and capability development.
  • C. Unified Land Operations
    Unified Land Operations is the U.S. Army’s central warfighting doctrine that integrates offensive, defensive, and stability tasks to achieve decisive outcomes across the full spectrum of conflict.
  • D. Waging Modern War
    Waging Modern War is a memoir and analysis of the Kosovo conflict and contemporary military strategy by retired U.S. General Wesley K. Clark.
  • E. Mission Command Battle Lab
    The Mission Command Battle Lab is a U.S. Army research and experimentation facility focused on developing and testing concepts, technologies, and doctrine for mission command and battle management.
  • 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: Warfighting
Triple: [Marine Corps Doctrinal Publication 1, title, Warfighting]
Generated description
Warfighting is the United States Marine Corps’ foundational doctrinal publication that outlines its philosophy, principles, and approach to the conduct of war.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Warfighting
Target entity description: Warfighting is the United States Marine Corps’ foundational doctrinal publication that outlines its philosophy, principles, and approach to the conduct of war.
  • A. Joint Warfare
    Joint Warfare is the integrated conduct of military operations by multiple service branches working together to achieve unified strategic and operational objectives.
  • B. N7 Warfighting Development
    N7 Warfighting Development is a division within the U.S. Navy’s Office of the Chief of Naval Operations responsible for advancing naval warfighting concepts, doctrine, and capability development.
  • C. Unified Land Operations
    Unified Land Operations is the U.S. Army’s central warfighting doctrine that integrates offensive, defensive, and stability tasks to achieve decisive outcomes across the full spectrum of conflict.
  • D. Waging Modern War
    Waging Modern War is a memoir and analysis of the Kosovo conflict and contemporary military strategy by retired U.S. General Wesley K. Clark.
  • E. Mission Command Battle Lab
    The Mission Command Battle Lab is a U.S. Army research and experimentation facility focused on developing and testing concepts, technologies, and doctrine for mission command and battle management.
  • 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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d732c25478819093dedec0c8556777 completed April 9, 2026, 5:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69de55e9fe2081909acbfba7a65be18e completed April 14, 2026, 2:57 p.m.
NEDg Description generation batch_69de5eacae148190b7ca2da87427572e completed April 14, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69de6397ff688190b6788489895a5360 completed April 14, 2026, 3:56 p.m.
Created at: April 8, 2026, 9:16 p.m.