Triple
T1707403
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NATO military doctrine |
E36901
|
entity |
| Predicate | isDocumentedIn |
P519
|
FINISHED |
| Object |
AJP-3.14 Allied Joint Doctrine for Force Protection
AJP-3.14 Allied Joint Doctrine for Force Protection is a NATO publication that sets out common principles, responsibilities, and procedures to safeguard allied forces, assets, and operations across the full spectrum of military activities.
|
E192363
|
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: AJP-3.14 Allied Joint Doctrine for Force Protection | Statement: [NATO military doctrine, isDocumentedIn, AJP-3.14 Allied Joint Doctrine for Force Protection]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AJP-3.14 Allied Joint Doctrine for Force Protection Context triple: [NATO military doctrine, isDocumentedIn, AJP-3.14 Allied Joint Doctrine for Force Protection]
-
A.
J8 Force Structure, Resources and Assessment Directorate
The J8 Force Structure, Resources and Assessment Directorate is a Joint Staff directorate responsible for analyzing, planning, and integrating U.S. military force structure, resources, and capability assessments to support strategic decision-making.
-
B.
America’s Expeditionary Force in Readiness
America’s Expeditionary Force in Readiness is the motto of I Marine Expeditionary Force, emphasizing its role as a rapidly deployable, combat-ready Marine air-ground task force prepared to respond worldwide.
-
C.
Army Pamphlet 670-1
Army Pamphlet 670-1 is a U.S. Army publication that provides detailed guidance and explanatory information supporting the uniform and appearance standards established in Army Regulation 670-1.
-
D.
Joint Operation Planning and Execution System
The Joint Operation Planning and Execution System (JOPES) is the U.S. Department of Defense’s primary system for integrating and managing joint military planning and execution across combatant commands and services.
-
E.
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.
- 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: AJP-3.14 Allied Joint Doctrine for Force Protection Triple: [NATO military doctrine, isDocumentedIn, AJP-3.14 Allied Joint Doctrine for Force Protection]
Generated description
AJP-3.14 Allied Joint Doctrine for Force Protection is a NATO publication that sets out common principles, responsibilities, and procedures to safeguard allied forces, assets, and operations across the full spectrum of military activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AJP-3.14 Allied Joint Doctrine for Force Protection Target entity description: AJP-3.14 Allied Joint Doctrine for Force Protection is a NATO publication that sets out common principles, responsibilities, and procedures to safeguard allied forces, assets, and operations across the full spectrum of military activities.
-
A.
J8 Force Structure, Resources and Assessment Directorate
The J8 Force Structure, Resources and Assessment Directorate is a Joint Staff directorate responsible for analyzing, planning, and integrating U.S. military force structure, resources, and capability assessments to support strategic decision-making.
-
B.
America’s Expeditionary Force in Readiness
America’s Expeditionary Force in Readiness is the motto of I Marine Expeditionary Force, emphasizing its role as a rapidly deployable, combat-ready Marine air-ground task force prepared to respond worldwide.
-
C.
Army Pamphlet 670-1
Army Pamphlet 670-1 is a U.S. Army publication that provides detailed guidance and explanatory information supporting the uniform and appearance standards established in Army Regulation 670-1.
-
D.
Joint Operation Planning and Execution System
The Joint Operation Planning and Execution System (JOPES) is the U.S. Department of Defense’s primary system for integrating and managing joint military planning and execution across combatant commands and services.
-
E.
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.
- 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_69a88617439c819094ffb5d16a0f6307 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa62f6fc9c8190b61cc9872cc2adc0 |
completed | March 6, 2026, 5:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8ad849648190b2bb0e2a50cd6c75 |
completed | March 8, 2026, 2:42 p.m. |
| NEDg | Description generation | batch_69ad957778a0819080f7fee35f5d8ed5 |
completed | March 8, 2026, 3:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad97aa308c81909f245a2133fc471b |
completed | March 8, 2026, 3:37 p.m. |
Created at: March 4, 2026, 7:30 p.m.