Triple
T3887137
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Marine Corps aviation units |
E92967
|
entity |
| Predicate | usesDoctrine |
P4473
|
FINISHED |
| Object |
Marine Corps Warfighting Publication 3-20 (Aviation Operations)
Marine Corps Warfighting Publication 3-20 (Aviation Operations) is a doctrinal manual that outlines the principles, organization, and employment of United States Marine Corps aviation in support of Marine Air-Ground Task Force operations.
|
E396971
|
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 3-20 (Aviation Operations) | Statement: [United States Marine Corps aviation units, usesDoctrine, Marine Corps Warfighting Publication 3-20 (Aviation Operations)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marine Corps Warfighting Publication 3-20 (Aviation Operations) Context triple: [United States Marine Corps aviation units, usesDoctrine, Marine Corps Warfighting Publication 3-20 (Aviation Operations)]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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 3-20 (Aviation Operations) Triple: [United States Marine Corps aviation units, usesDoctrine, Marine Corps Warfighting Publication 3-20 (Aviation Operations)]
Generated description
Marine Corps Warfighting Publication 3-20 (Aviation Operations) is a doctrinal manual that outlines the principles, organization, and employment of United States Marine Corps aviation in support of Marine Air-Ground Task Force operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marine Corps Warfighting Publication 3-20 (Aviation Operations) Target entity description: Marine Corps Warfighting Publication 3-20 (Aviation Operations) is a doctrinal manual that outlines the principles, organization, and employment of United States Marine Corps aviation in support of Marine Air-Ground Task Force operations.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69aed9697de0819087c2559295ff3d12 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aeecabe3548190a5cbf9d0af0bcfb6 |
completed | March 9, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51c8bfd68819084a0228ce6f6b94d |
completed | March 14, 2026, 8:30 a.m. |
| NEDg | Description generation | batch_69b51d72707c8190a3522d449299ed1e |
completed | March 14, 2026, 8:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51e08c7ac8190aab4b270258cdb69 |
completed | March 14, 2026, 8:36 a.m. |
Created at: March 9, 2026, 3:20 p.m.