Triple

T12797420
Position Surface form Disambiguated ID Type / Status
Subject Introduction to Automata Theory, Languages, and Computation E305925 entity
Predicate originalAuthor P2806 FINISHED
Object John E. Hopcroft E568994 NE FINISHED

How this triple was built (2 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: John E. Hopcroft | Statement: [Introduction to Automata Theory, Languages, and Computation, originalAuthor, John E. Hopcroft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John E. Hopcroft
Context triple: [Introduction to Automata Theory, Languages, and Computation, originalAuthor, John E. Hopcroft]
  • A. John E. Hopcroft chosen
    John E. Hopcroft is an American computer scientist renowned for his foundational contributions to algorithms and automata theory and as a coauthor of the classic textbook "Introduction to Automata Theory, Languages, and Computation."
  • B. Richard Karp
    Richard Karp is a renowned American computer scientist best known for his foundational work in computational complexity theory and combinatorial algorithms, including the theory of NP-completeness.
  • C. David S. Johnson
    David S. Johnson was a prominent American computer scientist known for his influential work in algorithms and computational complexity, particularly in the study of NP-completeness and approximation algorithms.
  • D. Leslie Valiant
    Leslie Valiant is a renowned computer scientist known for his foundational work in computational learning theory, complexity theory, and artificial intelligence.
  • E. Alfred V. Aho
    Alfred V. Aho is a Canadian computer scientist renowned for his foundational contributions to algorithms, programming languages, and compiler design, and as a co-creator of the AWK programming language.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d7bdf366888190a8cccb982606889c completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e6db68481909a2ca8da1287f3e0 completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69b9418b08190a61ee4ec4283767c completed May 3, 2026, 12:49 a.m.
Created at: April 9, 2026, 5:30 p.m.