Triple
T4737810
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Syrian Arab Army |
E105166
|
entity |
| Predicate | doctrineInfluence |
P10185
|
FINISHED |
| Object |
Russian military doctrine
Russian military doctrine is the strategic framework guiding Russia’s use of military power, emphasizing combined-arms operations, integrated air-defense and artillery, and the coordinated employment of conventional and asymmetric capabilities to achieve political and military objectives.
|
E465570
|
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: Russian military doctrine | Statement: [Syrian Arab Army, doctrineInfluence, Russian military doctrine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Russian military doctrine Context triple: [Syrian Arab Army, doctrineInfluence, Russian military doctrine]
-
A.
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.
-
B.
NATO military doctrine
NATO military doctrine is the standardized set of strategic, operational, and tactical principles that guide the planning, training, and conduct of military operations among member states of the North Atlantic Treaty Organization.
-
C.
Strategic Missile Forces of the Russian Federation
The Strategic Missile Forces of the Russian Federation are the branch of Russia’s armed forces responsible for land-based intercontinental ballistic missiles and the core of the country’s nuclear deterrent.
-
D.
United States military doctrine
United States military doctrine is the body of fundamental principles and strategic concepts that guides how the U.S. armed forces plan, conduct, and coordinate military operations across all domains.
-
E.
National Military Strategy
The National Military Strategy is a key U.S. defense document that outlines how the armed forces will organize, prepare, and employ military power to achieve national security objectives.
- 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: Russian military doctrine Triple: [Syrian Arab Army, doctrineInfluence, Russian military doctrine]
Generated description
Russian military doctrine is the strategic framework guiding Russia’s use of military power, emphasizing combined-arms operations, integrated air-defense and artillery, and the coordinated employment of conventional and asymmetric capabilities to achieve political and military objectives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Russian military doctrine Target entity description: Russian military doctrine is the strategic framework guiding Russia’s use of military power, emphasizing combined-arms operations, integrated air-defense and artillery, and the coordinated employment of conventional and asymmetric capabilities to achieve political and military objectives.
-
A.
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.
-
B.
NATO military doctrine
NATO military doctrine is the standardized set of strategic, operational, and tactical principles that guide the planning, training, and conduct of military operations among member states of the North Atlantic Treaty Organization.
-
C.
Strategic Missile Forces of the Russian Federation
The Strategic Missile Forces of the Russian Federation are the branch of Russia’s armed forces responsible for land-based intercontinental ballistic missiles and the core of the country’s nuclear deterrent.
-
D.
United States military doctrine
United States military doctrine is the body of fundamental principles and strategic concepts that guides how the U.S. armed forces plan, conduct, and coordinate military operations across all domains.
-
E.
National Military Strategy
The National Military Strategy is a key U.S. defense document that outlines how the armed forces will organize, prepare, and employ military power to achieve national security objectives.
- 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_69bd43ee52048190b81a4f066534ffb3 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64844b7081909c9d36e4b461379e |
completed | March 20, 2026, 3:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be10b8e7ec81908cc1ec9b94a6bee4 |
completed | March 21, 2026, 3:30 a.m. |
| NEDg | Description generation | batch_69be1a2de8e08190b26f206434eb9502 |
completed | March 21, 2026, 4:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be1a94d8b8819092f7a273cc19ebe9 |
completed | March 21, 2026, 4:12 a.m. |
Created at: March 20, 2026, 1:19 p.m.