Triple
T11848849
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deep operation |
E281854
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object | Red Army theorists |
E465569
|
NE FINISHED |
How this triple was built (2 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: Red Army theorists | Statement: [Deep operation, developedBy, Red Army theorists]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Red Army theorists Context triple: [Deep operation, developedBy, Red Army theorists]
-
A.
Soviet military doctrine
chosen
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.
-
B.
Red Army political commissars
Red Army political commissars were ideological and political officers responsible for ensuring party loyalty, morale, and adherence to communist doctrine within Soviet military units.
-
C.
Trotsky's study
Trotsky's study is the preserved workspace of revolutionary leader Leon Trotsky, maintained as a historical exhibit within the Leon Trotsky Museum.
-
D.
Marxist–Leninist theory of the superstructure
The Marxist–Leninist theory of the superstructure explains how a society’s political, legal, cultural, and ideological institutions arise from and serve to reinforce its underlying economic base within a socialist framework.
-
E.
Lenin: A Study on the Unity of His Thought
Lenin: A Study on the Unity of His Thought is a 1924 philosophical work by György Lukács that analyzes and systematizes Vladimir Lenin’s Marxist theory as a coherent, unified worldview.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab287ba48190a5178779fd19b9b7 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a65c72088190b8de9550c455b788 |
completed | April 10, 2026, 7:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f167b947d48190a07da6f5255d289a |
completed | April 29, 2026, 2:06 a.m. |
Created at: April 8, 2026, 9:43 p.m.