Triple
T4056254
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soviet deep operations doctrine |
E84700
|
entity |
| Predicate | keyTheorist |
P45611
|
FINISHED |
| Object |
Georgii Isserson
Georgii Isserson was a Soviet military theorist best known for developing the concept of deep operations that shaped Red Army operational art before and during World War II.
|
E692041
|
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: Georgii Isserson | Statement: [Soviet deep operations doctrine, keyTheorist, Georgii Isserson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Georgii Isserson Context triple: [Soviet deep operations doctrine, keyTheorist, Georgii Isserson]
-
A.
Mikhail Zemtsov
Mikhail Zemtsov was an 18th-century Russian architect and one of the key figures in developing the Petrine Baroque style in early imperial Russia.
-
B.
Vladimir Shklyarov
Vladimir Shklyarov is a renowned Russian ballet dancer and principal artist celebrated for his performances with the Mariinsky Ballet.
-
C.
Pyotr Shirshov
Pyotr Shirshov was a Soviet oceanographer, polar explorer, and academician known for his significant contributions to Arctic research and marine science.
-
D.
Nikolai Kulikovsky
Nikolai Kulikovsky was a Russian military officer best known as the second husband of Grand Duchess Olga Alexandrovna, the youngest sister of Tsar Nicholas II.
-
E.
Vladimir Dimitriev
Vladimir Dimitriev was a Russian-born arts administrator and impresario who played a key role in the development of American ballet in the early 20th century.
- 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: Georgii Isserson Triple: [Soviet deep operations doctrine, keyTheorist, Georgii Isserson]
Generated description
Georgii Isserson was a Soviet military theorist best known for developing the concept of deep operations that shaped Red Army operational art before and during World War II.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Georgii Isserson Target entity description: Georgii Isserson was a Soviet military theorist best known for developing the concept of deep operations that shaped Red Army operational art before and during World War II.
-
A.
Mikhail Zemtsov
Mikhail Zemtsov was an 18th-century Russian architect and one of the key figures in developing the Petrine Baroque style in early imperial Russia.
-
B.
Vladimir Shklyarov
Vladimir Shklyarov is a renowned Russian ballet dancer and principal artist celebrated for his performances with the Mariinsky Ballet.
-
C.
Pyotr Shirshov
Pyotr Shirshov was a Soviet oceanographer, polar explorer, and academician known for his significant contributions to Arctic research and marine science.
-
D.
Nikolai Kulikovsky
Nikolai Kulikovsky was a Russian military officer best known as the second husband of Grand Duchess Olga Alexandrovna, the youngest sister of Tsar Nicholas II.
-
E.
Vladimir Dimitriev
Vladimir Dimitriev was a Russian-born arts administrator and impresario who played a key role in the development of American ballet in the early 20th century.
- 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_69c9d13a8b108190a0b13592f3a6362e |
completed | March 30, 2026, 1:26 a.m. |
| NEDg | Description generation | batch_69c9d44d0d2881909f4ed7af19ae5f02 |
completed | March 30, 2026, 1:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c9d4cab81081908c374a250e9f3fa2 |
completed | March 30, 2026, 1:41 a.m. |
Created at: March 9, 2026, 3:38 p.m.