Triple
T9810361
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Theoretical Computer Science |
E238251
|
entity |
| Predicate | hasSubfield |
P5461
|
FINISHED |
| Object |
Automata Theory
Automata Theory is a branch of theoretical computer science that studies abstract computational models and the problems they can solve, forming a foundation for formal languages, compilers, and complexity theory.
|
E822915
|
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: Automata Theory | Statement: [Theoretical Computer Science, hasSubfield, Automata Theory]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Automata Theory Context triple: [Theoretical Computer Science, hasSubfield, Automata Theory]
-
A.
"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.
-
B.
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.
-
C.
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.
-
D.
Finite Automata and Their Decision Problems
"Finite Automata and Their Decision Problems" is a landmark 1959 paper by Dana Scott and Michael Rabin that founded the modern theory of finite automata and formalized key decision problems in automata theory and computation.
-
E.
Theoretical Computer Science
Theoretical Computer Science is a branch of computer science that focuses on mathematical and abstract foundations of computation, including algorithms, complexity, automata, and formal languages.
- 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: Automata Theory Triple: [Theoretical Computer Science, hasSubfield, Automata Theory]
Generated description
Automata Theory is a branch of theoretical computer science that studies abstract computational models and the problems they can solve, forming a foundation for formal languages, compilers, and complexity theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Automata Theory Target entity description: Automata Theory is a branch of theoretical computer science that studies abstract computational models and the problems they can solve, forming a foundation for formal languages, compilers, and complexity theory.
-
A.
"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.
-
B.
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.
-
C.
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.
-
D.
Finite Automata and Their Decision Problems
"Finite Automata and Their Decision Problems" is a landmark 1959 paper by Dana Scott and Michael Rabin that founded the modern theory of finite automata and formalized key decision problems in automata theory and computation.
-
E.
Theoretical Computer Science
Theoretical Computer Science is a branch of computer science that focuses on mathematical and abstract foundations of computation, including algorithms, complexity, automata, and formal languages.
- 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_69ca84defac48190abc1148804f184c1 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb220310c8190a16ca0b746f0ef7a |
completed | April 2, 2026, 12:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1cc5b4dd8819088c86946b4eb8a39 |
completed | April 5, 2026, 2:43 a.m. |
| NEDg | Description generation | batch_69d1cd7f41448190b387109235dbc7f5 |
completed | April 5, 2026, 2:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1cdefca5c8190a673caca42aaa7d0 |
completed | April 5, 2026, 2:50 a.m. |
Created at: March 30, 2026, 8:30 p.m.