Triple

T15502874
Position Surface form Disambiguated ID Type / Status
Subject Soviet school of probability theory E379004 entity
Predicate notableMember P10 FINISHED
Object Vladimir Prokhorov
Vladimir Prokhorov was a Soviet mathematician and probabilist known for fundamental contributions to probability theory, including Prokhorov's theorem on weak convergence of measures.
E1160280 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: Vladimir Prokhorov | Statement: [Soviet school of probability theory, notableMember, Vladimir Prokhorov]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vladimir Prokhorov
Context triple: [Soviet school of probability theory, notableMember, Vladimir Prokhorov]
  • A. Mikhail Prokhorov
    Mikhail Prokhorov is a Russian billionaire businessman and politician who ran as a prominent liberal, pro-business candidate in the 2012 Russian presidential election.
  • B. Alexander Prokhorov
    Alexander Prokhorov was a Soviet physicist and Nobel laureate renowned for his pioneering work in the development of masers and lasers.
  • C. Arkadiy Abramovich
    Arkadiy Abramovich is a Russian businessman and investor, known as the son of billionaire and former Chelsea F.C. owner Roman Abramovich.
  • D. Alisher Usmanov
    Alisher Usmanov is a Russian-Uzbek billionaire businessman and oligarch known for his extensive investments in metals, telecommunications, and European football clubs.
  • E. Igor Sechin
    Igor Sechin is a powerful Russian businessman and close ally of Vladimir Putin, best known as the long-time chief executive of the state-controlled oil giant Rosneft.
  • 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 Prokhorov
Triple: [Soviet school of probability theory, notableMember, Vladimir Prokhorov]
Generated description
Vladimir Prokhorov was a Soviet mathematician and probabilist known for fundamental contributions to probability theory, including Prokhorov's theorem on weak convergence of measures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vladimir Prokhorov
Target entity description: Vladimir Prokhorov was a Soviet mathematician and probabilist known for fundamental contributions to probability theory, including Prokhorov's theorem on weak convergence of measures.
  • A. Mikhail Prokhorov
    Mikhail Prokhorov is a Russian billionaire businessman and politician who ran as a prominent liberal, pro-business candidate in the 2012 Russian presidential election.
  • B. Alexander Prokhorov
    Alexander Prokhorov was a Soviet physicist and Nobel laureate renowned for his pioneering work in the development of masers and lasers.
  • C. Arkadiy Abramovich
    Arkadiy Abramovich is a Russian businessman and investor, known as the son of billionaire and former Chelsea F.C. owner Roman Abramovich.
  • D. Alisher Usmanov
    Alisher Usmanov is a Russian-Uzbek billionaire businessman and oligarch known for his extensive investments in metals, telecommunications, and European football clubs.
  • E. Igor Sechin
    Igor Sechin is a powerful Russian businessman and close ally of Vladimir Putin, best known as the long-time chief executive of the state-controlled oil giant Rosneft.
  • 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03fcc5bb88190b8a9a81419a9a38b completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3669f908819087162b1b8a4e4320 completed May 9, 2026, 1:28 p.m.
NEDg Description generation batch_69ff375856448190a61979dfff751f06 completed May 9, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff3830f0148190846bd24db1e0d754 completed May 9, 2026, 1:35 p.m.
Created at: April 10, 2026, 3:54 a.m.