Triple

T20836630
Position Surface form Disambiguated ID Type / Status
Subject Miklós Ajtai E512974 entity
Predicate coAuthor P398 FINISHED
Object Gábor Tardos
Gábor Tardos is a Hungarian mathematician and computer scientist known for his contributions to combinatorics and theoretical computer science.
E1452096 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: Gábor Tardos | Statement: [Miklós Ajtai, coAuthor, Gábor Tardos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gábor Tardos
Context triple: [Miklós Ajtai, coAuthor, Gábor Tardos]
  • A. Éva Tardos
    Éva Tardos is a prominent Hungarian-American computer scientist known for her influential work in algorithms, combinatorial optimization, and algorithmic game theory.
  • 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. 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.
  • D. László Babai
    László Babai is a Hungarian mathematician and theoretical computer scientist renowned for his pioneering work in group theory, complexity theory, and interactive proof systems.
  • E. Béla Bollobás
    Béla Bollobás is a Hungarian-born British mathematician renowned for his influential work in combinatorics, graph theory, and discrete mathematics.
  • 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: Gábor Tardos
Triple: [Miklós Ajtai, coAuthor, Gábor Tardos]
Generated description
Gábor Tardos is a Hungarian mathematician and computer scientist known for his contributions to combinatorics and theoretical computer science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gábor Tardos
Target entity description: Gábor Tardos is a Hungarian mathematician and computer scientist known for his contributions to combinatorics and theoretical computer science.
  • A. Éva Tardos
    Éva Tardos is a prominent Hungarian-American computer scientist known for her influential work in algorithms, combinatorial optimization, and algorithmic game theory.
  • 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. 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.
  • D. László Babai
    László Babai is a Hungarian mathematician and theoretical computer scientist renowned for his pioneering work in group theory, complexity theory, and interactive proof systems.
  • E. Béla Bollobás
    Béla Bollobás is a Hungarian-born British mathematician renowned for his influential work in combinatorics, graph theory, and discrete mathematics.
  • 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_69e0b4cf62a88190bbf92351e9e57259 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c326daec8190bd4caa41a4b38833 completed April 21, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a090084a1c481909a344ee40d846b10 completed May 16, 2026, 11:40 p.m.
NEDg Description generation batch_6a0900fd590c8190b42faa5c5191189a completed May 16, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_6a0901950c1c8190befa72dc20236b9e completed May 16, 2026, 11:45 p.m.
Created at: April 16, 2026, 12:42 p.m.