Triple

T19510317
Position Surface form Disambiguated ID Type / Status
Subject Hans W. Liepmann E488132 entity
Predicate notableStudent P4838 FINISHED
Object Anatol Roshko
Anatol Roshko was a prominent fluid dynamicist and aeronautical engineer known for his influential research on turbulence, separated flows, and high-speed aerodynamics.
E1379421 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: Anatol Roshko | Statement: [Hans W. Liepmann, notableStudent, Anatol Roshko]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anatol Roshko
Context triple: [Hans W. Liepmann, notableStudent, Anatol Roshko]
  • A. Panteleimon Ponomarenko
    Panteleimon Ponomarenko was a prominent Soviet military and political leader best known for organizing and directing large-scale partisan resistance against Nazi occupation during World War II.
  • B. Vladimir May-Mayevsky
    Vladimir May-Mayevsky was a White Army general in the Russian Civil War who led anti-Bolshevik forces in southern Russia.
  • C. Yury Vlasov
    Yury Vlasov was a Soviet Olympic heavyweight weightlifting champion who later became a Russian writer and politician.
  • D. Georgy Shakhnazarov
    Georgy Shakhnazarov was a Soviet and Russian political scientist and advisor, known for his close association with Mikhail Gorbachev and his role in the intellectual underpinnings of perestroika.
  • E. Gennadi Gerasimov
    Gennadi Gerasimov was a Soviet and Russian diplomat and foreign ministry spokesman best known for coining the term "Sinatra Doctrine" to describe the USSR’s relaxed policy toward Eastern Europe in the late 1980s.
  • 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: Anatol Roshko
Triple: [Hans W. Liepmann, notableStudent, Anatol Roshko]
Generated description
Anatol Roshko was a prominent fluid dynamicist and aeronautical engineer known for his influential research on turbulence, separated flows, and high-speed aerodynamics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anatol Roshko
Target entity description: Anatol Roshko was a prominent fluid dynamicist and aeronautical engineer known for his influential research on turbulence, separated flows, and high-speed aerodynamics.
  • A. Panteleimon Ponomarenko
    Panteleimon Ponomarenko was a prominent Soviet military and political leader best known for organizing and directing large-scale partisan resistance against Nazi occupation during World War II.
  • B. Vladimir May-Mayevsky
    Vladimir May-Mayevsky was a White Army general in the Russian Civil War who led anti-Bolshevik forces in southern Russia.
  • C. Yury Vlasov
    Yury Vlasov was a Soviet Olympic heavyweight weightlifting champion who later became a Russian writer and politician.
  • D. Georgy Shakhnazarov
    Georgy Shakhnazarov was a Soviet and Russian political scientist and advisor, known for his close association with Mikhail Gorbachev and his role in the intellectual underpinnings of perestroika.
  • E. Gennadi Gerasimov
    Gennadi Gerasimov was a Soviet and Russian diplomat and foreign ministry spokesman best known for coining the term "Sinatra Doctrine" to describe the USSR’s relaxed policy toward Eastern Europe in the late 1980s.
  • 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_69d8e8d9d1c88190b01cd78b8be49384 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6351547e481909a875bba40651094 completed April 20, 2026, 2:15 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0747235758819086d85c107b187b7e completed May 15, 2026, 4:17 p.m.
NEDg Description generation batch_6a0747ada7e481909cff02b43e2d902a completed May 15, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_6a0748ac00b48190a72c419f65930659 completed May 15, 2026, 4:24 p.m.
Created at: April 10, 2026, 1:40 p.m.