Triple
T4737809
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Syrian Arab Army |
E105166
|
entity |
| Predicate | doctrineInfluence |
P10185
|
FINISHED |
| Object |
Soviet military doctrine
Soviet military doctrine is a Cold War–era strategic and operational framework developed by the USSR, emphasizing large-scale conventional warfare, centralized command, and combined-arms operations shaped by Marxist-Leninist military theory.
|
E465569
|
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: Soviet military doctrine | Statement: [Syrian Arab Army, doctrineInfluence, Soviet military doctrine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Soviet military doctrine Context triple: [Syrian Arab Army, doctrineInfluence, Soviet 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.
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.
Soviet field armies
Soviet field armies were large operational-level military formations of the Red Army responsible for conducting major ground campaigns during the Second World War and other conflicts.
-
E.
Soviet military–industrial complex
The Soviet military–industrial complex was the vast network of state-controlled defense industries, research institutions, and government bodies that designed, produced, and maintained the USSR’s military hardware and strategic capabilities.
- 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: Soviet military doctrine Triple: [Syrian Arab Army, doctrineInfluence, Soviet military doctrine]
Generated description
Soviet military doctrine is a Cold War–era strategic and operational framework developed by the USSR, emphasizing large-scale conventional warfare, centralized command, and combined-arms operations shaped by Marxist-Leninist military theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Soviet military doctrine Target entity description: Soviet military doctrine is a Cold War–era strategic and operational framework developed by the USSR, emphasizing large-scale conventional warfare, centralized command, and combined-arms operations shaped by Marxist-Leninist military theory.
-
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.
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.
Soviet field armies
Soviet field armies were large operational-level military formations of the Red Army responsible for conducting major ground campaigns during the Second World War and other conflicts.
-
E.
Soviet military–industrial complex
The Soviet military–industrial complex was the vast network of state-controlled defense industries, research institutions, and government bodies that designed, produced, and maintained the USSR’s military hardware and strategic capabilities.
- 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.