Triple

T17990729
Position Surface form Disambiguated ID Type / Status
Subject Child 44 E430362 entity
Predicate mainCharacter P1183 FINISHED
Object Leo Demidov
Leo Demidov is a Soviet security officer in Stalin-era Russia who becomes the conflicted protagonist of Tom Rob Smith’s thriller "Child 44," investigating a series of child murders in a regime that denies crime exists.
E1299864 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: Leo Demidov | Statement: [Child 44, mainCharacter, Leo Demidov]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leo Demidov
Context triple: [Child 44, mainCharacter, Leo Demidov]
  • A. Akinfiy Demidov
    Akinfiy Demidov was an 18th-century Russian industrialist and member of the prominent Demidov family, known for expanding Russia’s mining and metallurgical enterprises in the Urals and Siberia.
  • B. Anatole Demidov
    Anatole Demidov was a wealthy 19th-century Russian industrialist, art collector, and nobleman from the prominent Demidov family, known for his patronage of the arts and European high-society connections.
  • C. Pavel Alexandrovich Stroganov
    Pavel Alexandrovich Stroganov was a prominent Russian nobleman, statesman, and close associate of Emperor Alexander I, known for his influence in early 19th-century Russian politics and reforms.
  • D. Sergei Grigoryevich Stroganov
    Sergei Grigoryevich Stroganov was a prominent Russian statesman, art patron, and member of the influential Stroganov noble family in the 19th century.
  • E. Alexander Sergeyevich Stroganov
    Alexander Sergeyevich Stroganov was an 18th–19th century Russian statesman, art patron, and member of the influential Stroganov noble family, known for his role in cultural and political life of the Russian Empire.
  • 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: Leo Demidov
Triple: [Child 44, mainCharacter, Leo Demidov]
Generated description
Leo Demidov is a Soviet security officer in Stalin-era Russia who becomes the conflicted protagonist of Tom Rob Smith’s thriller "Child 44," investigating a series of child murders in a regime that denies crime exists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leo Demidov
Target entity description: Leo Demidov is a Soviet security officer in Stalin-era Russia who becomes the conflicted protagonist of Tom Rob Smith’s thriller "Child 44," investigating a series of child murders in a regime that denies crime exists.
  • A. Akinfiy Demidov
    Akinfiy Demidov was an 18th-century Russian industrialist and member of the prominent Demidov family, known for expanding Russia’s mining and metallurgical enterprises in the Urals and Siberia.
  • B. Anatole Demidov
    Anatole Demidov was a wealthy 19th-century Russian industrialist, art collector, and nobleman from the prominent Demidov family, known for his patronage of the arts and European high-society connections.
  • C. Pavel Alexandrovich Stroganov
    Pavel Alexandrovich Stroganov was a prominent Russian nobleman, statesman, and close associate of Emperor Alexander I, known for his influence in early 19th-century Russian politics and reforms.
  • D. Sergei Grigoryevich Stroganov
    Sergei Grigoryevich Stroganov was a prominent Russian statesman, art patron, and member of the influential Stroganov noble family in the 19th century.
  • E. Alexander Sergeyevich Stroganov
    Alexander Sergeyevich Stroganov was an 18th–19th century Russian statesman, art patron, and member of the influential Stroganov noble family, known for his role in cultural and political life of the Russian Empire.
  • 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_69d8b90364248190a37381adea932f42 completed April 10, 2026, 8:46 a.m.
NER Named-entity recognition batch_69e4b29f127c81908b0c4cb3787e002c completed April 19, 2026, 10:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0337acabd481909deced9a61d84ed3 completed May 12, 2026, 2:22 p.m.
NEDg Description generation batch_6a0338cd02808190b650f59fc16bab0d completed May 12, 2026, 2:27 p.m.
NED2 Entity disambiguation (via description) batch_6a033cb498248190a3805cd356832cd0 completed May 12, 2026, 2:44 p.m.
Created at: April 10, 2026, 10:23 a.m.