Triple
T16347547
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marine Corps Warfighting Publication 3-20 (Aviation Operations) |
E396971
|
entity |
| Predicate | partOfSeries |
P1761
|
FINISHED |
| Object |
Marine Corps Warfighting Publications
Marine Corps Warfighting Publications are a series of doctrinal manuals that provide the United States Marine Corps with authoritative guidance on the conduct of warfighting across various domains and functions.
|
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 Warfighting Publications | Statement: [Marine Corps Warfighting Publication 3-20 (Aviation Operations), partOfSeries, Marine Corps Warfighting Publications]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marine Corps Warfighting Publications Context triple: [Marine Corps Warfighting Publication 3-20 (Aviation Operations), partOfSeries, Marine Corps Warfighting Publications]
-
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 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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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 Publications Triple: [Marine Corps Warfighting Publication 3-20 (Aviation Operations), partOfSeries, Marine Corps Warfighting Publications]
Generated description
Marine Corps Warfighting Publications are a series of doctrinal manuals that provide the United States Marine Corps with authoritative guidance on the conduct of warfighting across various domains and functions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marine Corps Warfighting Publications Target entity description: Marine Corps Warfighting Publications are a series of doctrinal manuals that provide the United States Marine Corps with authoritative guidance on the conduct of warfighting across various domains and functions.
-
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 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.
-
C.
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.
-
D.
Marine Corps publications
chosen
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.
-
E.
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.
- F. None of above.
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_69d87f26864c819088365ca381a003c2 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2da1038d88190b8292cfe71bc4f2a |
completed | April 18, 2026, 1:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a002db1cd288190a85fa2479369ef4f |
completed | May 10, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_6a002ea334888190a3ec96a470a39a62 |
completed | May 10, 2026, 7:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a002f667480819090ec3c7b3b79816c |
completed | May 10, 2026, 7:10 a.m. |
Created at: April 10, 2026, 5:07 a.m.