Triple
T1707401
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NATO military doctrine |
E36901
|
entity |
| Predicate | isDocumentedIn |
P519
|
FINISHED |
| Object |
AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency
AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency is a NATO publication that provides common principles, guidance, and procedures for planning and conducting multinational counterinsurgency operations.
|
E192362
|
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-3.4.9 Allied Joint Doctrine for Counterinsurgency | Statement: [NATO military doctrine, isDocumentedIn, AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency Context triple: [NATO military doctrine, isDocumentedIn, AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency]
-
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.
Soviet deep operations doctrine
Soviet deep operations doctrine was a World War II–era Red Army operational concept that emphasized large-scale, coordinated offensives designed to penetrate enemy defenses in depth and rapidly exploit breakthroughs with mobile forces.
-
C.
On Guerrilla Warfare
On Guerrilla Warfare is Mao Zedong’s influential military treatise that outlines the theory, strategy, and tactics of protracted guerrilla war as a means for revolutionary struggle.
-
D.
Joint Intelligence Task Force – Combating Terrorism
The Joint Intelligence Task Force – Combating Terrorism is a U.S. military intelligence organization that coordinates and analyzes global terrorism-related information to support national security and counterterrorism operations.
-
E.
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.
- 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-3.4.9 Allied Joint Doctrine for Counterinsurgency Triple: [NATO military doctrine, isDocumentedIn, AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency]
Generated description
AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency is a NATO publication that provides common principles, guidance, and procedures for planning and conducting multinational counterinsurgency operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency Target entity description: AJP-3.4.9 Allied Joint Doctrine for Counterinsurgency is a NATO publication that provides common principles, guidance, and procedures for planning and conducting multinational counterinsurgency operations.
-
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.
Soviet deep operations doctrine
Soviet deep operations doctrine was a World War II–era Red Army operational concept that emphasized large-scale, coordinated offensives designed to penetrate enemy defenses in depth and rapidly exploit breakthroughs with mobile forces.
-
C.
On Guerrilla Warfare
On Guerrilla Warfare is Mao Zedong’s influential military treatise that outlines the theory, strategy, and tactics of protracted guerrilla war as a means for revolutionary struggle.
-
D.
Joint Intelligence Task Force – Combating Terrorism
The Joint Intelligence Task Force – Combating Terrorism is a U.S. military intelligence organization that coordinates and analyzes global terrorism-related information to support national security and counterterrorism operations.
-
E.
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.
- 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.