Triple

T10076753
Position Surface form Disambiguated ID Type / Status
Subject Harry Kesten E213782 entity
Predicate doctoralStudent P167 FINISHED
Object Itai Benjamini
Itai Benjamini is an Israeli mathematician known for his influential work in probability theory, particularly in percolation and random walks on graphs.
E842843 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: Itai Benjamini | Statement: [Harry Kesten, doctoralStudent, Itai Benjamini]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Itai Benjamini
Context triple: [Harry Kesten, doctoralStudent, Itai Benjamini]
  • A. Yoav Kutner
    Yoav Kutner is a technology entrepreneur best known as a co-founder of the Magento e-commerce platform and later founder of Varien Inc.
  • B. Alon Shvut
    Alon Shvut is an Israeli settlement in the West Bank known for its religious Zionist community and proximity to Jerusalem.
  • C. Gilad Bracha
    Gilad Bracha is a computer scientist and programming language designer known for his work on Strongtalk, the Java language specification, and the development of the Newspeak programming language.
  • D. Paul Ben-Haim
    Paul Ben-Haim was a prominent German-born Israeli composer and conductor, known as a pioneer of Israeli art music who blended Western classical traditions with Middle Eastern and Jewish musical elements.
  • E. Harel Weinstein
    Harel Weinstein is an Israeli-American neuroscientist and biophysicist known for his work on membrane proteins and computational neuroscience.
  • 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: Itai Benjamini
Triple: [Harry Kesten, doctoralStudent, Itai Benjamini]
Generated description
Itai Benjamini is an Israeli mathematician known for his influential work in probability theory, particularly in percolation and random walks on graphs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Itai Benjamini
Target entity description: Itai Benjamini is an Israeli mathematician known for his influential work in probability theory, particularly in percolation and random walks on graphs.
  • A. Yoav Kutner
    Yoav Kutner is a technology entrepreneur best known as a co-founder of the Magento e-commerce platform and later founder of Varien Inc.
  • B. Alon Shvut
    Alon Shvut is an Israeli settlement in the West Bank known for its religious Zionist community and proximity to Jerusalem.
  • C. Gilad Bracha
    Gilad Bracha is a computer scientist and programming language designer known for his work on Strongtalk, the Java language specification, and the development of the Newspeak programming language.
  • D. Paul Ben-Haim
    Paul Ben-Haim was a prominent German-born Israeli composer and conductor, known as a pioneer of Israeli art music who blended Western classical traditions with Middle Eastern and Jewish musical elements.
  • E. Harel Weinstein
    Harel Weinstein is an Israeli-American neuroscientist and biophysicist known for his work on membrane proteins and computational neuroscience.
  • 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_69ca839bf730819086900c323c9b8c95 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd0190d808190847ea0fa401ef06c completed April 2, 2026, 2:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2cbc0388c8190bc10d462068c9e38 completed April 5, 2026, 8:53 p.m.
NEDg Description generation batch_69d2cd242ed8819097895cb15cbb5d47 completed April 5, 2026, 8:59 p.m.
NED2 Entity disambiguation (via description) batch_69d2d1204f008190a9349c071c1e8d19 completed April 5, 2026, 9:16 p.m.
Created at: March 30, 2026, 8:59 p.m.