Triple
T21137746
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | William A. Stein |
E520855
|
entity |
| Predicate | inspiredBy |
P9
|
FINISHED |
| Object |
Magma (algebra system)
Magma is a powerful computer algebra system designed for advanced research in algebra, number theory, geometry, and related areas, widely used for computations with algebraic structures.
|
E1468452
|
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: Magma (algebra system) | Statement: [William A. Stein, inspiredBy, Magma (algebra system)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Magma (algebra system) Context triple: [William A. Stein, inspiredBy, Magma (algebra system)]
-
A.
MAGMA
MAGMA is a high-performance linear algebra library designed to efficiently solve large-scale matrix computations on heterogeneous architectures, particularly GPUs and multicore CPUs.
-
B.
Maxima
Maxima is the first daughter of Facebook co-founder Mark Zuckerberg and philanthropist Priscilla Chan.
-
C.
Macaulay2
Macaulay2 is a specialized computer algebra system designed for research in algebraic geometry and commutative algebra, particularly focused on computations involving polynomial rings and modules.
-
D.
CAS (Computer Algebra System)
CAS (Computer Algebra System) is software that performs symbolic mathematical computations—such as algebraic manipulation, equation solving, and calculus operations—exactly rather than numerically.
-
E.
Mesa (programming language)
Mesa is a pioneering systems programming language developed at Xerox PARC in the 1970s, notable for its strong typing, modularity, and influence on later languages and operating system design.
- 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: Magma (algebra system) Triple: [William A. Stein, inspiredBy, Magma (algebra system)]
Generated description
Magma is a powerful computer algebra system designed for advanced research in algebra, number theory, geometry, and related areas, widely used for computations with algebraic structures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Magma (algebra system) Target entity description: Magma is a powerful computer algebra system designed for advanced research in algebra, number theory, geometry, and related areas, widely used for computations with algebraic structures.
-
A.
MAGMA
MAGMA is a high-performance linear algebra library designed to efficiently solve large-scale matrix computations on heterogeneous architectures, particularly GPUs and multicore CPUs.
-
B.
Maxima
Maxima is the first daughter of Facebook co-founder Mark Zuckerberg and philanthropist Priscilla Chan.
-
C.
Macaulay2
Macaulay2 is a specialized computer algebra system designed for research in algebraic geometry and commutative algebra, particularly focused on computations involving polynomial rings and modules.
-
D.
CAS (Computer Algebra System)
CAS (Computer Algebra System) is software that performs symbolic mathematical computations—such as algebraic manipulation, equation solving, and calculus operations—exactly rather than numerically.
-
E.
Mesa (programming language)
Mesa is a pioneering systems programming language developed at Xerox PARC in the 1970s, notable for its strong typing, modularity, and influence on later languages and operating system design.
- 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_69e0b50b53048190ae34e8abbe3c5ada |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7235b89188190a6209c0a1839ee03 |
completed | April 21, 2026, 7:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0965f556d881909652d21a62b10874 |
completed | May 17, 2026, 6:53 a.m. |
| NEDg | Description generation | batch_6a0966f894d48190b6841c35a9aab417 |
completed | May 17, 2026, 6:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a096adfd4248190a26c513278e7b334 |
completed | May 17, 2026, 7:14 a.m. |
Created at: April 16, 2026, 2:57 p.m.