Triple

T124287

Position	Surface form	Disambiguated ID	Type / Status
Subject	George Boole	`E2512`	entity
Predicate	notableWork	`P4`	FINISHED
Object	An Investigation of the Laws of Thought An Investigation of the Laws of Thought is George Boole’s foundational 1854 treatise that established Boolean algebra and helped lay the groundwork for modern mathematical logic and computer science.	`E15557`	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: An Investigation of the Laws of Thought | Statement: [George Boole, notableWork, An Investigation of the Laws of Thought]

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

Target entity: An Investigation of the Laws of Thought
Context triple: [George Boole, notableWork, An Investigation of the Laws of Thought]

A. The Mathematical Analysis of Logic
The Mathematical Analysis of Logic is George Boole’s pioneering 1847 work that laid the foundations of symbolic logic and helped initiate the algebraic treatment of logical reasoning.
B. Principia Mathematica
Principia Mathematica is a landmark three-volume work in mathematical logic and the foundations of mathematics, co-authored by Bertrand Russell and Alfred North Whitehead, which aimed to derive all mathematical truths from a formal system of symbolic logic.
C. Science of Logic
Science of Logic is a foundational philosophical work by G.W.F. Hegel that systematically develops his dialectical method and metaphysical account of concepts, being, and reality.
D. A System of Logic
A System of Logic is John Stuart Mill’s influential 1843 philosophical treatise that systematically develops inductive logic and the empirical foundations of scientific reasoning.
E. A Treatise on Probability
A Treatise on Probability is John Maynard Keynes’s influential 1921 work that develops a logical and philosophical theory of probability, challenging classical and frequency-based interpretations.
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: An Investigation of the Laws of Thought
Triple: [George Boole, notableWork, An Investigation of the Laws of Thought]

Generated description

An Investigation of the Laws of Thought is George Boole’s foundational 1854 treatise that established Boolean algebra and helped lay the groundwork for modern mathematical logic and computer science.

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

Target entity: An Investigation of the Laws of Thought
Target entity description: An Investigation of the Laws of Thought is George Boole’s foundational 1854 treatise that established Boolean algebra and helped lay the groundwork for modern mathematical logic and computer science.

A. The Mathematical Analysis of Logic
The Mathematical Analysis of Logic is George Boole’s pioneering 1847 work that laid the foundations of symbolic logic and helped initiate the algebraic treatment of logical reasoning.
B. Principia Mathematica
Principia Mathematica is a landmark three-volume work in mathematical logic and the foundations of mathematics, co-authored by Bertrand Russell and Alfred North Whitehead, which aimed to derive all mathematical truths from a formal system of symbolic logic.
C. Science of Logic
Science of Logic is a foundational philosophical work by G.W.F. Hegel that systematically develops his dialectical method and metaphysical account of concepts, being, and reality.
D. A System of Logic
A System of Logic is John Stuart Mill’s influential 1843 philosophical treatise that systematically develops inductive logic and the empirical foundations of scientific reasoning.
E. A Treatise on Probability
A Treatise on Probability is John Maynard Keynes’s influential 1921 work that develops a logical and philosophical theory of probability, challenging classical and frequency-based interpretations.
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_69a251b54ea88190b18281669f59b4c0`	completed	Feb. 28, 2026, 2:23 a.m.
NER	Named-entity recognition	`batch_69a2573ce0ac8190b49fb31d3d475bf9`	completed	Feb. 28, 2026, 2:47 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a2b01814e88190a21f98527b8f9420`	completed	Feb. 28, 2026, 9:06 a.m.
NEDg	Description generation	`batch_69a2b0820abc8190b495c6347c989882`	completed	Feb. 28, 2026, 9:08 a.m.
NED2	Entity disambiguation (via description)	`batch_69a2b0db1180819096f569241e07de3b`	completed	Feb. 28, 2026, 9:09 a.m.

Created at: Feb. 28, 2026, 2:27 a.m.