Triple

T15244865
Position Surface form Disambiguated ID Type / Status
Subject MIP = NEXP E364352 entity
Predicate hasAuthor P4244 FINISHED
Object 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.
 E1145563 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: László Babai | Statement: [MIP = NEXP, hasAuthor, László Babai]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: László Babai
Context triple: [MIP = NEXP, hasAuthor, László Babai]
  • A. Miklos Ajtai
    Miklós Ajtai is a Hungarian-American computer scientist renowned for his foundational contributions to computational complexity theory and lattice-based cryptography.
  • B. 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.
  • C. Éva Tardos
    Éva Tardos is a prominent Hungarian-American computer scientist known for her influential work in algorithms, combinatorial optimization, and algorithmic game theory.
  • D. János Szentágothai
    János Szentágothai was a prominent Hungarian neuroscientist and anatomist renowned for his pioneering research on the structure and function of the brain.
  • 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: László Babai
Triple: [MIP = NEXP, hasAuthor, László Babai]
Generated description
László Babai is a Hungarian mathematician and theoretical computer scientist renowned for his pioneering work in group theory, complexity theory, and interactive proof systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: László Babai
Target entity description: László Babai is a Hungarian mathematician and theoretical computer scientist renowned for his pioneering work in group theory, complexity theory, and interactive proof systems.
  • A. Miklos Ajtai
    Miklós Ajtai is a Hungarian-American computer scientist renowned for his foundational contributions to computational complexity theory and lattice-based cryptography.
  • B. 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.
  • C. Éva Tardos
    Éva Tardos is a prominent Hungarian-American computer scientist known for her influential work in algorithms, combinatorial optimization, and algorithmic game theory.
  • D. János Szentágothai
    János Szentágothai was a prominent Hungarian neuroscientist and anatomist renowned for his pioneering research on the structure and function of the brain.
  • 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_69d85a0dde7481908fc64d1e82d5d20d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007f306f08190be448b215d6c9b6c completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd461cf08190a506aac2f0cec83a completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fedf6ee3f081909553078cd3e9d243 completed May 9, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_69fee0016a088190ad87268e035f677e completed May 9, 2026, 7:19 a.m.
Created at: April 10, 2026, 3:13 a.m.