Triple

T11016108
Position Surface form Disambiguated ID Type / Status
Subject Mathematical Theory of Computation E260369 entity
Predicate author P4 FINISHED
Object Zvi Kohavi
Zvi Kohavi was a computer scientist and academic known for his influential work and textbooks in automata theory, switching and finite automata, and the mathematical foundations of computation.
E900196 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: Zvi Kohavi | Statement: [Mathematical Theory of Computation, author, Zvi Kohavi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zvi Kohavi
Context triple: [Mathematical Theory of Computation, author, Zvi Kohavi]
  • A. Michael P. Kearns
    Michael P. Kearns is an American politician from New York who has served in various local and state offices, including roles in the New York State Assembly and Erie County government.
  • B. Gregory Piatetsky-Shapiro
    Gregory Piatetsky-Shapiro is a pioneering computer scientist and data mining expert best known as the founder of the KDD (Knowledge Discovery and Data Mining) conferences and the KDnuggets data science community.
  • C. Vladimir Vapnik
    Vladimir Vapnik is a pioneering computer scientist and statistician best known as a co-inventor of support vector machines and a founder of statistical learning theory.
  • D. Noam Nisan
    Noam Nisan is an Israeli computer scientist known for his influential work in computational complexity, algorithmic game theory, and communication complexity, and for co-authoring foundational textbooks in these areas.
  • E. Leslie Valiant
    Leslie Valiant is a renowned computer scientist known for his foundational work in computational learning theory, complexity theory, and artificial intelligence.
  • 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: Zvi Kohavi
Triple: [Mathematical Theory of Computation, author, Zvi Kohavi]
Generated description
Zvi Kohavi was a computer scientist and academic known for his influential work and textbooks in automata theory, switching and finite automata, and the mathematical foundations of computation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zvi Kohavi
Target entity description: Zvi Kohavi was a computer scientist and academic known for his influential work and textbooks in automata theory, switching and finite automata, and the mathematical foundations of computation.
  • A. Michael P. Kearns
    Michael P. Kearns is an American politician from New York who has served in various local and state offices, including roles in the New York State Assembly and Erie County government.
  • B. Gregory Piatetsky-Shapiro
    Gregory Piatetsky-Shapiro is a pioneering computer scientist and data mining expert best known as the founder of the KDD (Knowledge Discovery and Data Mining) conferences and the KDnuggets data science community.
  • C. Vladimir Vapnik
    Vladimir Vapnik is a pioneering computer scientist and statistician best known as a co-inventor of support vector machines and a founder of statistical learning theory.
  • D. Noam Nisan
    Noam Nisan is an Israeli computer scientist known for his influential work in computational complexity, algorithmic game theory, and communication complexity, and for co-authoring foundational textbooks in these areas.
  • E. Leslie Valiant
    Leslie Valiant is a renowned computer scientist known for his foundational work in computational learning theory, complexity theory, and artificial intelligence.
  • 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_69d6aa9687448190b28d353b1b6a610e completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d797a558a08190bdb5779faa9adf05 completed April 9, 2026, 12:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69e374d371ec8190aba9e77346c6e876 completed April 18, 2026, 12:10 p.m.
NEDg Description generation batch_69e37ab6ca788190ac41f9494ad9a47f completed April 18, 2026, 12:36 p.m.
NED2 Entity disambiguation (via description) batch_69e37c9439fc8190a69cfb1a13da4c19 completed April 18, 2026, 12:44 p.m.
Created at: April 8, 2026, 9:25 p.m.