Triple

T7617152
Position Surface form Disambiguated ID Type / Status
Subject Harry Lewis E172389 entity
Predicate notableWork P4 FINISHED
Object Elements of the Theory of Computation
Elements of the Theory of Computation is a foundational textbook that introduces the mathematical and theoretical principles underlying computer science, including automata, formal languages, and computability.
E677190 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: Elements of the Theory of Computation | Statement: [Harry Lewis, notableWork, Elements of the Theory of Computation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Elements of the Theory of Computation
Context triple: [Harry Lewis, notableWork, Elements of the Theory of Computation]
  • A. Introduction to the Theory of Computation
    Introduction to the Theory of Computation is a widely used textbook in theoretical computer science that covers formal languages, automata, computability, and complexity theory.
  • B. "Introduction to Automata Theory, Languages, and Computation"
    "Introduction to Automata Theory, Languages, and Computation" is a foundational textbook in theoretical computer science that systematically develops the theory of automata, formal languages, and computational complexity.
  • C. Computing with Register Machines
    "Computing with Register Machines" is a chapter in the classic computer science textbook *Structure and Interpretation of Computer Programs* that introduces low-level machine models and shows how higher-level language constructs can be implemented using simple register-based operations.
  • D. Computability and Unsolvability
    Computability and Unsolvability is a classic 1958 textbook by Martin Davis that systematically develops the theory of computable functions and undecidable problems, helping to shape modern computability theory.
  • E. P, NP, and NP-Completeness: The Basics of Complexity Theory
    "P, NP, and NP-Completeness: The Basics of Complexity Theory" is a foundational textbook by Oded Goldreich that introduces the core concepts, problems, and techniques of computational complexity theory, with a focus on the classes P, NP, and NP-complete problems.
  • 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: Elements of the Theory of Computation
Triple: [Harry Lewis, notableWork, Elements of the Theory of Computation]
Generated description
Elements of the Theory of Computation is a foundational textbook that introduces the mathematical and theoretical principles underlying computer science, including automata, formal languages, and computability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Elements of the Theory of Computation
Target entity description: Elements of the Theory of Computation is a foundational textbook that introduces the mathematical and theoretical principles underlying computer science, including automata, formal languages, and computability.
  • A. Introduction to the Theory of Computation
    Introduction to the Theory of Computation is a widely used textbook in theoretical computer science that covers formal languages, automata, computability, and complexity theory.
  • B. "Introduction to Automata Theory, Languages, and Computation"
    "Introduction to Automata Theory, Languages, and Computation" is a foundational textbook in theoretical computer science that systematically develops the theory of automata, formal languages, and computational complexity.
  • C. Computing with Register Machines
    "Computing with Register Machines" is a chapter in the classic computer science textbook *Structure and Interpretation of Computer Programs* that introduces low-level machine models and shows how higher-level language constructs can be implemented using simple register-based operations.
  • D. Computability and Unsolvability
    Computability and Unsolvability is a classic 1958 textbook by Martin Davis that systematically develops the theory of computable functions and undecidable problems, helping to shape modern computability theory.
  • E. P, NP, and NP-Completeness: The Basics of Complexity Theory
    "P, NP, and NP-Completeness: The Basics of Complexity Theory" is a foundational textbook by Oded Goldreich that introduces the core concepts, problems, and techniques of computational complexity theory, with a focus on the classes P, NP, and NP-complete problems.
  • 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_69c699506b308190826894dab1d9ea86 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa46d95081909c01d1432585ab2a completed March 27, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c868714d7c8190aae66a3dd4e6214b completed March 28, 2026, 11:46 p.m.
NEDg Description generation batch_69c86a93e34c81908aaf0edb023ee78c completed March 28, 2026, 11:56 p.m.
NED2 Entity disambiguation (via description) batch_69c86af8330c8190a43c599e82fe465a completed March 28, 2026, 11:57 p.m.
Created at: March 27, 2026, 3:55 p.m.