Triple

T14393848
Position Surface form Disambiguated ID Type / Status
Subject Jon Kleinberg E356907 entity
Predicate coAuthor P398 FINISHED
Object Éva Tardos
Éva Tardos is a prominent Hungarian-American computer scientist known for her influential work in algorithms, combinatorial optimization, and algorithmic game theory.
E1096538 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: Éva Tardos | Statement: [Jon Kleinberg, coAuthor, Éva Tardos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Éva Tardos
Context triple: [Jon Kleinberg, coAuthor, Éva Tardos]
  • A. László Lovász
    László Lovász is a Hungarian mathematician renowned for his fundamental contributions to combinatorics, graph theory, and theoretical computer science, including work on the Lovász Local Lemma and the proof of the weak perfect graph conjecture.
  • B. Miklos Ajtai
    Miklós Ajtai is a Hungarian-American computer scientist renowned for his foundational contributions to computational complexity theory and lattice-based cryptography.
  • C. Noga Alon
    Noga Alon is an Israeli mathematician renowned for his influential work in combinatorics, graph theory, and theoretical computer science.
  • 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. Rajeev Motwani
    Rajeev Motwani was an influential Indian-American computer scientist known for his contributions to theoretical computer science, algorithms, and his mentorship in Silicon Valley.
  • 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: Éva Tardos
Triple: [Jon Kleinberg, coAuthor, Éva Tardos]
Generated description
Éva Tardos is a prominent Hungarian-American computer scientist known for her influential work in algorithms, combinatorial optimization, and algorithmic game theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Éva Tardos
Target entity description: Éva Tardos is a prominent Hungarian-American computer scientist known for her influential work in algorithms, combinatorial optimization, and algorithmic game theory.
  • A. László Lovász
    László Lovász is a Hungarian mathematician renowned for his fundamental contributions to combinatorics, graph theory, and theoretical computer science, including work on the Lovász Local Lemma and the proof of the weak perfect graph conjecture.
  • B. Miklos Ajtai
    Miklós Ajtai is a Hungarian-American computer scientist renowned for his foundational contributions to computational complexity theory and lattice-based cryptography.
  • C. Noga Alon
    Noga Alon is an Israeli mathematician renowned for his influential work in combinatorics, graph theory, and theoretical computer science.
  • 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. Rajeev Motwani
    Rajeev Motwani was an influential Indian-American computer scientist known for his contributions to theoretical computer science, algorithms, and his mentorship in Silicon Valley.
  • 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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de902d114881908a8f3c01b3c6d309 completed April 14, 2026, 7:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd551b006c8190b84449f2e2b59b62 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd55d90ed08190b6a0184715f39ff4 completed May 8, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fd565d32fc8190acc1e733537a23cb completed May 8, 2026, 3:19 a.m.
Created at: April 10, 2026, 1:16 a.m.