Triple

T4139819
Position Surface form Disambiguated ID Type / Status
Subject PPSh-41 E89244 entity
Predicate designer P184 FINISHED
Object Georgy Shpagin
Georgy Shpagin was a Soviet weapons designer best known for creating some of the Red Army’s most widely used submachine guns during World War II.
 E692216 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: Georgy Shpagin | Statement: [PPSh-41, designer, Georgy Shpagin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgy Shpagin
Context triple: [PPSh-41, designer, Georgy Shpagin]
  • A. Mikhail Shumilov
    Mikhail Shumilov was a Soviet general best known for his leadership of Red Army forces during key battles of World War II, including the Battle of Stalingrad.
  • B. Anatoly Pepelyayev
    Anatoly Pepelyayev was a Russian White Army general and prominent anti-Bolshevik commander during the Russian Civil War.
  • C. Yuri Grigorovich
    Yuri Grigorovich is a renowned Russian choreographer and former artistic director of the Bolshoi Ballet, celebrated for his grand, dramatic productions that reshaped Soviet and Russian ballet in the 20th century.
  • D. Pyotr Shirshov
    Pyotr Shirshov was a Soviet oceanographer, polar explorer, and academician known for his significant contributions to Arctic research and marine science.
  • 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: Georgy Shpagin
Triple: [PPSh-41, designer, Georgy Shpagin]
Generated description
Georgy Shpagin was a Soviet weapons designer best known for creating some of the Red Army’s most widely used submachine guns during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Georgy Shpagin
Target entity description: Georgy Shpagin was a Soviet weapons designer best known for creating some of the Red Army’s most widely used submachine guns during World War II.
  • A. Mikhail Shumilov
    Mikhail Shumilov was a Soviet general best known for his leadership of Red Army forces during key battles of World War II, including the Battle of Stalingrad.
  • B. Anatoly Pepelyayev
    Anatoly Pepelyayev was a Russian White Army general and prominent anti-Bolshevik commander during the Russian Civil War.
  • C. Yuri Grigorovich
    Yuri Grigorovich is a renowned Russian choreographer and former artistic director of the Bolshoi Ballet, celebrated for his grand, dramatic productions that reshaped Soviet and Russian ballet in the 20th century.
  • D. Pyotr Shirshov
    Pyotr Shirshov was a Soviet oceanographer, polar explorer, and academician known for his significant contributions to Arctic research and marine science.
  • 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

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_69aed95785788190ae75bcf0cd1cafdf completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0249dd988190bf6826a744e7771f completed March 9, 2026, 5:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9f798cbfc8190b1106298c3f211a5 completed March 30, 2026, 4:10 a.m.
NEDg Description generation batch_69c9f920f5a88190923352693f34465d completed March 30, 2026, 4:16 a.m.
NED2 Entity disambiguation (via description) batch_69c9f9838544819085000be27342036f completed March 30, 2026, 4:18 a.m.
Created at: March 9, 2026, 3:43 p.m.