Triple
T11582605
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 3rd Battalion, 8th Marines |
E274664
|
entity |
| Predicate | usesDoctrine |
P4473
|
FINISHED |
| Object |
Marine Corps Small Wars Manual
The Marine Corps Small Wars Manual is a historic U.S. Marine Corps field manual that outlines principles and tactics for conducting counterinsurgency, guerrilla warfare, and other small-scale military interventions.
|
E934803
|
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 Small Wars Manual | Statement: [3rd Battalion, 8th Marines, usesDoctrine, Marine Corps Small Wars Manual]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marine Corps Small Wars Manual Context triple: [3rd Battalion, 8th Marines, usesDoctrine, Marine Corps Small Wars Manual]
-
A.
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.
-
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.
Elements of Military Art and Science
Elements of Military Art and Science is a 19th-century military treatise by Henry W. Halleck that systematically analyzes the principles, strategy, and practice of warfare.
-
D.
Joint Publication 1 Doctrine for the Armed Forces of the United States
Joint Publication 1, Doctrine for the Armed Forces of the United States, is the U.S. military’s primary capstone document that establishes overarching principles and guidance for the employment of joint forces across all services.
-
E.
United Nations Military Handbook
The United Nations Military Handbook is an official UN publication that provides comprehensive guidance and standardized procedures for military components participating in UN peacekeeping operations.
- 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 Small Wars Manual Triple: [3rd Battalion, 8th Marines, usesDoctrine, Marine Corps Small Wars Manual]
Generated description
The Marine Corps Small Wars Manual is a historic U.S. Marine Corps field manual that outlines principles and tactics for conducting counterinsurgency, guerrilla warfare, and other small-scale military interventions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marine Corps Small Wars Manual Target entity description: The Marine Corps Small Wars Manual is a historic U.S. Marine Corps field manual that outlines principles and tactics for conducting counterinsurgency, guerrilla warfare, and other small-scale military interventions.
-
A.
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.
-
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.
Elements of Military Art and Science
Elements of Military Art and Science is a 19th-century military treatise by Henry W. Halleck that systematically analyzes the principles, strategy, and practice of warfare.
-
D.
Joint Publication 1 Doctrine for the Armed Forces of the United States
Joint Publication 1, Doctrine for the Armed Forces of the United States, is the U.S. military’s primary capstone document that establishes overarching principles and guidance for the employment of joint forces across all services.
-
E.
United Nations Military Handbook
The United Nations Military Handbook is an official UN publication that provides comprehensive guidance and standardized procedures for military components participating in UN peacekeeping operations.
- 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_69d6aae6b14c81908dc5a74bad7591f9 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8904db5748190ae5f10ae86ccdf46 |
completed | April 10, 2026, 5:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e7142d442c8190a48372e0e17db517 |
completed | April 21, 2026, 6:07 a.m. |
| NEDg | Description generation | batch_69e720fb192881909c129f93c8b88f42 |
completed | April 21, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e7233efb6c81909dbf1aef080f5598 |
completed | April 21, 2026, 7:11 a.m. |
Created at: April 8, 2026, 9:38 p.m.