Triple

T19494864
Position Surface form Disambiguated ID Type / Status
Subject Paris C. Kanellakis E487741 entity
Predicate hasDoctoralStudent P20123 FINISHED
Object Eli Upfal
Eli Upfal is a computer scientist known for his contributions to randomized algorithms, probabilistic analysis, and theoretical computer science.
E1377987 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: Eli Upfal | Statement: [Paris C. Kanellakis, hasDoctoralStudent, Eli Upfal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eli Upfal
Context triple: [Paris C. Kanellakis, hasDoctoralStudent, Eli Upfal]
  • A. Noga Alon
    Noga Alon is an Israeli mathematician renowned for his influential work in combinatorics, graph theory, and theoretical computer science.
  • B. Jeffrey D. Ullman
    Jeffrey D. Ullman is a prominent American computer scientist known for his foundational contributions to database theory, algorithms, and formal languages, and for coauthoring several classic textbooks in computer science.
  • C. Manuel Blum
    Manuel Blum is a Venezuelan-American computer scientist and Turing Award laureate renowned for his foundational contributions to computational complexity theory and cryptography.
  • D. Philip Klein
    Philip Klein was an American screenwriter active during the early 20th century, known for his work on silent and early sound films.
  • E. Eyal Kushilevitz
    Eyal Kushilevitz is an Israeli computer scientist known for his influential work in cryptography, communication complexity, and theoretical computer science.
  • 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: Eli Upfal
Triple: [Paris C. Kanellakis, hasDoctoralStudent, Eli Upfal]
Generated description
Eli Upfal is a computer scientist known for his contributions to randomized algorithms, probabilistic analysis, and theoretical computer science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eli Upfal
Target entity description: Eli Upfal is a computer scientist known for his contributions to randomized algorithms, probabilistic analysis, and theoretical computer science.
  • A. Noga Alon
    Noga Alon is an Israeli mathematician renowned for his influential work in combinatorics, graph theory, and theoretical computer science.
  • B. Jeffrey D. Ullman
    Jeffrey D. Ullman is a prominent American computer scientist known for his foundational contributions to database theory, algorithms, and formal languages, and for coauthoring several classic textbooks in computer science.
  • C. Manuel Blum
    Manuel Blum is a Venezuelan-American computer scientist and Turing Award laureate renowned for his foundational contributions to computational complexity theory and cryptography.
  • D. Philip Klein
    Philip Klein was an American screenwriter active during the early 20th century, known for his work on silent and early sound films.
  • E. Eyal Kushilevitz
    Eyal Kushilevitz is an Israeli computer scientist known for his influential work in cryptography, communication complexity, and theoretical computer science.
  • 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_69e63490c16481908423e304d82722d7 completed April 20, 2026, 2:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07405fbebc81909d939d528081b2c5 completed May 15, 2026, 3:48 p.m.
NEDg Description generation batch_6a07413800488190b15864c7ae43df12 completed May 15, 2026, 3:52 p.m.
NED2 Entity disambiguation (via description) batch_6a0741a5783081908e0434153351b4a3 completed May 15, 2026, 3:54 p.m.
Created at: April 10, 2026, 1:40 p.m.