Triple
T4056252
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Soviet deep operations doctrine |
E84700
|
entity |
| Predicate | keyTheorist |
P45611
|
FINISHED |
| Object |
Vladimir Triandafillov
Vladimir Triandafillov was a Soviet military theorist whose pioneering work on operational art and large-scale mechanized warfare laid the foundations for modern deep operations strategy.
|
E692012
|
NE FINISHED |
How this triple was built (5 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: Vladimir Triandafillov | Statement: [Soviet deep operations doctrine, keyTheorist, Vladimir Triandafillov]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vladimir Triandafillov Context triple: [Soviet deep operations doctrine, keyTheorist, Vladimir Triandafillov]
-
A.
Vladimir Volodarsky
Vladimir Volodarsky was a prominent Bolshevik revolutionary and Soviet political figure active during the early years of the Russian Revolution.
-
B.
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.
-
C.
Vladimir Andreev
Vladimir Andreev is an architect known for designing the Kievskaya station on Moscow’s Arbatsko–Pokrovskaya metro line, notable for its ornate, historically themed decor.
-
D.
Roman Vasyanov
Roman Vasyanov is a Russian cinematographer known for his visually striking work on major Hollywood films such as "Fury," "Suicide Squad," and "Triple Frontier."
-
E.
Vladimir Shklyarov
Vladimir Shklyarov is a renowned Russian ballet dancer and principal artist celebrated for his performances with the Mariinsky Ballet.
- 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: Vladimir Triandafillov Triple: [Soviet deep operations doctrine, keyTheorist, Vladimir Triandafillov]
Generated description
Vladimir Triandafillov was a Soviet military theorist whose pioneering work on operational art and large-scale mechanized warfare laid the foundations for modern deep operations strategy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vladimir Triandafillov Target entity description: Vladimir Triandafillov was a Soviet military theorist whose pioneering work on operational art and large-scale mechanized warfare laid the foundations for modern deep operations strategy.
-
A.
Vladimir Volodarsky
Vladimir Volodarsky was a prominent Bolshevik revolutionary and Soviet political figure active during the early years of the Russian Revolution.
-
B.
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.
-
C.
Vladimir Andreev
Vladimir Andreev is an architect known for designing the Kievskaya station on Moscow’s Arbatsko–Pokrovskaya metro line, notable for its ornate, historically themed decor.
-
D.
Roman Vasyanov
Roman Vasyanov is a Russian cinematographer known for his visually striking work on major Hollywood films such as "Fury," "Suicide Squad," and "Triple Frontier."
-
E.
Vladimir Shklyarov
Vladimir Shklyarov is a renowned Russian ballet dancer and principal artist celebrated for his performances with the Mariinsky Ballet.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: keyTheorist Context triple: [Soviet deep operations doctrine, keyTheorist, Vladimir Triandafillov]
-
A.
keyHitter
Indicates that an entity is a powerful or highly effective performer, especially in a competitive or performance-based context.
-
B.
keyRite
Indicates that an entity performs or is associated with a ritual, ceremony, or formal procedure involving a key (literal or symbolic).
-
C.
keySymbol
Indicates that one entity serves as the symbolic representation or notation used to denote another entity as a key.
-
D.
keyDesigner
chosen
Indicates that an entity serves as the primary or lead designer responsible for creating or shaping another entity.
-
E.
key
Indicates that one entity functions as a key (literal or metaphorical) that unlocks, enables access to, or provides a crucial solution or control over another entity.
- F. None of above.
Provenance (6 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_69aefbad953c81909d7b42fae5db9f25 |
completed | March 9, 2026, 4:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9cf41d5308190be3ce32a4f7b707a |
completed | March 30, 2026, 1:17 a.m. |
| NEDg | Description generation | batch_69c9cfde68fc81908c762af93e181c01 |
completed | March 30, 2026, 1:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c9d030020c8190b0de5032138dc33e |
completed | March 30, 2026, 1:21 a.m. |
| PD | Predicate disambiguation | batch_69aef90249e4819095e9e043bc4aa9a6 |
completed | March 9, 2026, 4:44 p.m. |
Created at: March 9, 2026, 3:38 p.m.