Triple
T4056255
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soviet deep operations doctrine |
E84700
|
entity |
| Predicate | keyTheorist |
P45611
|
FINISHED |
| Object |
Aleksandr Svechin
Aleksandr Svechin was a prominent Soviet military theorist whose strategic writings and concepts significantly shaped the development of modern operational art and Soviet military doctrine.
|
E410812
|
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: Aleksandr Svechin | Statement: [Soviet deep operations doctrine, keyTheorist, Aleksandr Svechin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aleksandr Svechin Context triple: [Soviet deep operations doctrine, keyTheorist, Aleksandr Svechin]
-
A.
Vyacheslav Menzhinsky
Vyacheslav Menzhinsky was a Soviet statesman and secret police chief who led the OGPU, the Soviet security and intelligence agency, during the late 1920s and early 1930s.
-
B.
N. I. Demchinsky
N. I. Demchinsky was a Soviet architect known for designing Moscow Metro stations, including Kievskaya on the Arbatsko–Pokrovskaya line.
-
C.
Nikolai Zinin
Nikolai Zinin was a 19th-century Russian organic chemist known for his pioneering work on the reduction of nitro compounds to amines, a key development in synthetic organic chemistry.
-
D.
Pyotr Beketov
Pyotr Beketov was a 17th-century Russian Cossack explorer and military leader known for pioneering Russian expansion into Siberia and founding several settlements there.
-
E.
Ivan Vyshnegradsky
Ivan Vyshnegradsky was a prominent late 19th-century Russian statesman and economist known for his influential role in shaping the empire’s fiscal and industrial policies.
- 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: Aleksandr Svechin Triple: [Soviet deep operations doctrine, keyTheorist, Aleksandr Svechin]
Generated description
Aleksandr Svechin was a prominent Soviet military theorist whose strategic writings and concepts significantly shaped the development of modern operational art and Soviet military doctrine.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aleksandr Svechin Target entity description: Aleksandr Svechin was a prominent Soviet military theorist whose strategic writings and concepts significantly shaped the development of modern operational art and Soviet military doctrine.
-
A.
Vyacheslav Menzhinsky
Vyacheslav Menzhinsky was a Soviet statesman and secret police chief who led the OGPU, the Soviet security and intelligence agency, during the late 1920s and early 1930s.
-
B.
N. I. Demchinsky
N. I. Demchinsky was a Soviet architect known for designing Moscow Metro stations, including Kievskaya on the Arbatsko–Pokrovskaya line.
-
C.
Nikolai Zinin
Nikolai Zinin was a 19th-century Russian organic chemist known for his pioneering work on the reduction of nitro compounds to amines, a key development in synthetic organic chemistry.
-
D.
Pyotr Beketov
Pyotr Beketov was a 17th-century Russian Cossack explorer and military leader known for pioneering Russian expansion into Siberia and founding several settlements there.
-
E.
Ivan Vyshnegradsky
Ivan Vyshnegradsky was a prominent late 19th-century Russian statesman and economist known for his influential role in shaping the empire’s fiscal and industrial policies.
- 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_69aed933bec881909edfa28ebb69c634 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af01994b0c8190b34af36acadad5c6 |
completed | March 9, 2026, 5:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b562a390e4819095cc06f15f6da3b8 |
completed | March 14, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_69b5637cd5b881909a930ecb33eed991 |
completed | March 14, 2026, 1:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b564603b4881909e80970aa21e3db4 |
completed | March 14, 2026, 1:36 p.m. |
Created at: March 9, 2026, 3:38 p.m.