Triple

T14860313

Position	Surface form	Disambiguated ID	Type / Status
Subject	constructor theory	`E349468`	entity
Predicate	notablePublication	`P4`	FINISHED
Object	“Constructor Theory” by David Deutsch (2013) “Constructor Theory” by David Deutsch (2013) is a foundational paper that introduces a new proposed framework for physics based on possible and impossible transformations rather than traditional dynamical laws.	`E1124479`	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: “Constructor Theory” by David Deutsch (2013) | Statement: [constructor theory, notablePublication, “Constructor Theory” by David Deutsch (2013)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: “Constructor Theory” by David Deutsch (2013)
Context triple: [constructor theory, notablePublication, “Constructor Theory” by David Deutsch (2013)]

A. “The Structure of Reality”
“The Structure of Reality” is a philosophical work by Kit Fine that develops a detailed metaphysical framework for understanding the fundamental structure and constituents of reality.
B. On First Principles
On First Principles is a foundational early Christian theological treatise by Origen that systematically explores doctrines such as God, creation, free will, and salvation.
C. The Architecture of Theories
The Architecture of Theories is an 1891 philosophical essay by Charles Sanders Peirce that outlines his evolutionary, realist, and scientific approach to metaphysics and the structure of scientific theories.
D. 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.
E. A Theory of Objects
A Theory of Objects is a foundational book in theoretical computer science that develops a rigorous mathematical framework for understanding object-oriented programming and type systems.
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: “Constructor Theory” by David Deutsch (2013)
Triple: [constructor theory, notablePublication, “Constructor Theory” by David Deutsch (2013)]

Generated description

“Constructor Theory” by David Deutsch (2013) is a foundational paper that introduces a new proposed framework for physics based on possible and impossible transformations rather than traditional dynamical laws.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: “Constructor Theory” by David Deutsch (2013)
Target entity description: “Constructor Theory” by David Deutsch (2013) is a foundational paper that introduces a new proposed framework for physics based on possible and impossible transformations rather than traditional dynamical laws.

A. “The Structure of Reality”
“The Structure of Reality” is a philosophical work by Kit Fine that develops a detailed metaphysical framework for understanding the fundamental structure and constituents of reality.
B. On First Principles
On First Principles is a foundational early Christian theological treatise by Origen that systematically explores doctrines such as God, creation, free will, and salvation.
C. The Architecture of Theories
The Architecture of Theories is an 1891 philosophical essay by Charles Sanders Peirce that outlines his evolutionary, realist, and scientific approach to metaphysics and the structure of scientific theories.
D. 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.
E. A Theory of Objects
A Theory of Objects is a foundational book in theoretical computer science that develops a rigorous mathematical framework for understanding object-oriented programming and type systems.
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_69d822ed7e1881909b90fca143ad7e34`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69ded573cba881908d6d9ac570a64e5f`	completed	April 15, 2026, 12:01 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69fe650a43bc8190b836fe690d2a3c71`	completed	May 8, 2026, 10:34 p.m.
NEDg	Description generation	`batch_69fe66a5f3a88190827c6c9247323153`	completed	May 8, 2026, 10:41 p.m.
NED2	Entity disambiguation (via description)	`batch_69fe67384ee881908396d613fdd53492`	completed	May 8, 2026, 10:44 p.m.

Created at: April 10, 2026, 1:54 a.m.