Triple

T17487013
Position Surface form Disambiguated ID Type / Status
Subject Benjamin Peirce E425801 entity
Predicate notableWork P4 FINISHED
Object Linear Associative Algebra
Linear Associative Algebra is an 1870 mathematical treatise by Benjamin Peirce that helped lay foundational concepts for the modern theory of associative algebras and abstract algebra.
E1271419 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: Linear Associative Algebra | Statement: [Benjamin Peirce, notableWork, Linear Associative Algebra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Linear Associative Algebra
Context triple: [Benjamin Peirce, notableWork, Linear Associative Algebra]
  • A. LinearAlgebra
    LinearAlgebra is Julia’s standard library module providing core functionality for vectors, matrices, and advanced linear algebra operations.
  • B. Moderne Algebra
    Moderne Algebra is a foundational 20th-century textbook that systematically developed abstract algebra and helped shape the modern axiomatic approach to the subject.
  • C. Relation Algebras
    Relation Algebras is a mathematical monograph that develops the theory of relation algebras as an abstract algebraic framework for studying relations and their logical properties.
  • D. linear algebra
    Linear algebra is a branch of mathematics that studies vectors, vector spaces, linear transformations, and systems of linear equations, forming a foundation for many areas of science and engineering.
  • E. Grassmann algebra
    Grassmann algebra is an algebraic system that extends vector spaces with an antisymmetric product, forming the foundation of exterior algebra and widely used in geometry and physics.
  • 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: Linear Associative Algebra
Triple: [Benjamin Peirce, notableWork, Linear Associative Algebra]
Generated description
Linear Associative Algebra is an 1870 mathematical treatise by Benjamin Peirce that helped lay foundational concepts for the modern theory of associative algebras and abstract algebra.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Linear Associative Algebra
Target entity description: Linear Associative Algebra is an 1870 mathematical treatise by Benjamin Peirce that helped lay foundational concepts for the modern theory of associative algebras and abstract algebra.
  • A. LinearAlgebra
    LinearAlgebra is Julia’s standard library module providing core functionality for vectors, matrices, and advanced linear algebra operations.
  • B. Moderne Algebra
    Moderne Algebra is a foundational 20th-century textbook that systematically developed abstract algebra and helped shape the modern axiomatic approach to the subject.
  • C. Relation Algebras
    Relation Algebras is a mathematical monograph that develops the theory of relation algebras as an abstract algebraic framework for studying relations and their logical properties.
  • D. linear algebra
    Linear algebra is a branch of mathematics that studies vectors, vector spaces, linear transformations, and systems of linear equations, forming a foundation for many areas of science and engineering.
  • E. Grassmann algebra
    Grassmann algebra is an algebraic system that extends vector spaces with an antisymmetric product, forming the foundation of exterior algebra and widely used in geometry and physics.
  • 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_69d889dccf7481909264a1844a2e9100 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e451d2a5208190b25944626e779fdc completed April 19, 2026, 3:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c1fe58c88190af53de4e32869075 completed May 11, 2026, 11:48 a.m.
NEDg Description generation batch_6a01c2b9731481908250935ea31ed0e9 completed May 11, 2026, 11:51 a.m.
NED2 Entity disambiguation (via description) batch_6a01c36efec0819082777c41218a3150 completed May 11, 2026, 11:54 a.m.
Created at: April 10, 2026, 5:48 a.m.