Triple

T18628614
Position Surface form Disambiguated ID Type / Status
Subject Lectures on Quaternions E455350 entity
Predicate libraryOfCongressSubject P450 FINISHED
Object Quaternions
Quaternions are a number system that extends complex numbers to four dimensions and is widely used to represent and compute 3D rotations in mathematics, physics, and computer graphics.
E1335248 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: Quaternions | Statement: [Lectures on Quaternions, libraryOfCongressSubject, Quaternions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Quaternions
Context triple: [Lectures on Quaternions, libraryOfCongressSubject, Quaternions]
  • A. Hurwitz quaternions
    Hurwitz quaternions are a specific lattice of quaternions with integer and half-integer components that form a maximal order in the quaternion algebra and provide a natural algebraic framework for understanding representations of integers as sums of four squares.
  • B. Lectures on Quaternions
    Lectures on Quaternions is a foundational 19th-century mathematical treatise in which William Rowan Hamilton systematically develops and expounds his theory of quaternions.
  • C. Clifford algebra
    Clifford algebra is an associative algebraic framework that generalizes complex numbers and quaternions to describe geometric transformations and quadratic forms in various dimensions.
  • D. Penrose spinor calculus
    Penrose spinor calculus is a mathematical framework that reformulates tensor calculus and general relativity using two-component spinors to simplify and clarify the geometry of spacetime.
  • E. rotation group SO(3)
    The rotation group SO(3) is the group of all rotations in three-dimensional space, represented by 3×3 orthogonal matrices with determinant 1, and plays a central role in classical mechanics, quantum mechanics, and geometry.
  • 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: Quaternions
Triple: [Lectures on Quaternions, libraryOfCongressSubject, Quaternions]
Generated description
Quaternions are a number system that extends complex numbers to four dimensions and is widely used to represent and compute 3D rotations in mathematics, physics, and computer graphics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Quaternions
Target entity description: Quaternions are a number system that extends complex numbers to four dimensions and is widely used to represent and compute 3D rotations in mathematics, physics, and computer graphics.
  • A. Hurwitz quaternions
    Hurwitz quaternions are a specific lattice of quaternions with integer and half-integer components that form a maximal order in the quaternion algebra and provide a natural algebraic framework for understanding representations of integers as sums of four squares.
  • B. Lectures on Quaternions
    Lectures on Quaternions is a foundational 19th-century mathematical treatise in which William Rowan Hamilton systematically develops and expounds his theory of quaternions.
  • C. Clifford algebra
    Clifford algebra is an associative algebraic framework that generalizes complex numbers and quaternions to describe geometric transformations and quadratic forms in various dimensions.
  • D. Penrose spinor calculus
    Penrose spinor calculus is a mathematical framework that reformulates tensor calculus and general relativity using two-component spinors to simplify and clarify the geometry of spacetime.
  • E. rotation group SO(3)
    The rotation group SO(3) is the group of all rotations in three-dimensional space, represented by 3×3 orthogonal matrices with determinant 1, and plays a central role in classical mechanics, quantum mechanics, and geometry.
  • 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_69d8d38cc7948190a55ea64e5638994e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e54f063a1c819087e544c64f5cf80f completed April 19, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a050d7c9efc81908271db9d7876ee58 completed May 13, 2026, 11:47 p.m.
NEDg Description generation batch_6a0511eee8148190b6185f79e030b415 completed May 14, 2026, 12:06 a.m.
NED2 Entity disambiguation (via description) batch_6a0512a339f0819087ec66c4b1c8716c completed May 14, 2026, 12:09 a.m.
Created at: April 10, 2026, 11:46 a.m.