Triple
T12797756
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scott Aaronson |
E305932
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Quantum Computing Since Democritus
Quantum Computing Since Democritus is a popular science book by Scott Aaronson that introduces quantum computing, complexity theory, and related philosophical ideas in an accessible and often humorous way.
|
E1002082
|
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: Quantum Computing Since Democritus | Statement: [Scott Aaronson, notableWork, Quantum Computing Since Democritus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Quantum Computing Since Democritus Context triple: [Scott Aaronson, notableWork, Quantum Computing Since Democritus]
-
A.
Quantum Mechanics: The Theoretical Minimum
Quantum Mechanics: The Theoretical Minimum is an introductory physics book that presents the core concepts and mathematical foundations of quantum mechanics in a rigorous yet accessible way for motivated beginners.
-
B.
Bennett's logical reversibility
Bennett's logical reversibility is a concept in computation theory stating that computational processes can be designed so that each step is logically reversible, allowing information to be recovered and, in principle, computation to occur without energy dissipation.
-
C.
Computational Complexity: A Conceptual Perspective
Computational Complexity: A Conceptual Perspective is a graduate-level textbook that presents the foundations and key themes of computational complexity theory with an emphasis on conceptual understanding over technical detail.
-
D.
Quantum Theory: Concepts and Methods
Quantum Theory: Concepts and Methods is a widely used graduate-level textbook by physicist Asher Peres that presents the foundations and formalism of quantum mechanics with an emphasis on conceptual clarity and mathematical rigor.
-
E.
“Probabilistic computations: Toward a unified measure of complexity”
“Probabilistic computations: Toward a unified measure of complexity” is a seminal research paper by Andrew Yao that laid foundational concepts in computational complexity theory, particularly regarding the role and analysis of randomness in algorithms.
- 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: Quantum Computing Since Democritus Triple: [Scott Aaronson, notableWork, Quantum Computing Since Democritus]
Generated description
Quantum Computing Since Democritus is a popular science book by Scott Aaronson that introduces quantum computing, complexity theory, and related philosophical ideas in an accessible and often humorous way.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Quantum Computing Since Democritus Target entity description: Quantum Computing Since Democritus is a popular science book by Scott Aaronson that introduces quantum computing, complexity theory, and related philosophical ideas in an accessible and often humorous way.
-
A.
Quantum Mechanics: The Theoretical Minimum
Quantum Mechanics: The Theoretical Minimum is an introductory physics book that presents the core concepts and mathematical foundations of quantum mechanics in a rigorous yet accessible way for motivated beginners.
-
B.
Bennett's logical reversibility
Bennett's logical reversibility is a concept in computation theory stating that computational processes can be designed so that each step is logically reversible, allowing information to be recovered and, in principle, computation to occur without energy dissipation.
-
C.
Computational Complexity: A Conceptual Perspective
Computational Complexity: A Conceptual Perspective is a graduate-level textbook that presents the foundations and key themes of computational complexity theory with an emphasis on conceptual understanding over technical detail.
-
D.
Quantum Theory: Concepts and Methods
Quantum Theory: Concepts and Methods is a widely used graduate-level textbook by physicist Asher Peres that presents the foundations and formalism of quantum mechanics with an emphasis on conceptual clarity and mathematical rigor.
-
E.
“Probabilistic computations: Toward a unified measure of complexity”
“Probabilistic computations: Toward a unified measure of complexity” is a seminal research paper by Andrew Yao that laid foundational concepts in computational complexity theory, particularly regarding the role and analysis of randomness in algorithms.
- 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_69d7bdf366888190a8cccb982606889c |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e6f858c8190915ede38e9a6a2df |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6850d6ebc8190aaffcac09f4b15eb |
completed | May 2, 2026, 11:13 p.m. |
| NEDg | Description generation | batch_69f6863fada48190afe2ff7896a60094 |
completed | May 2, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f686bcac94819088782273effbb06a |
completed | May 2, 2026, 11:20 p.m. |
Created at: April 9, 2026, 5:30 p.m.