Triple
T7600437
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Murray R. Spiegel |
E179968
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Schaum's Outline of Vector Analysis
Schaum's Outline of Vector Analysis is a widely used study guide that provides clear explanations, worked examples, and practice problems in vector calculus and related topics for students in mathematics, physics, and engineering.
|
E674672
|
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: Schaum's Outline of Vector Analysis | Statement: [Murray R. Spiegel, notableWork, Schaum's Outline of Vector Analysis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schaum's Outline of Vector Analysis Context triple: [Murray R. Spiegel, notableWork, Schaum's Outline of Vector Analysis]
-
A.
Vector Analysis (with Edwin Bidwell Wilson)
Vector Analysis (with Edwin Bidwell Wilson) is a foundational early 20th-century textbook that systematically developed the modern formalism of vector calculus and helped standardize its use in physics and engineering.
-
B.
Methods of Mathematical Physics
Methods of Mathematical Physics is a classic two-volume textbook by Richard Courant and David Hilbert that rigorously develops the mathematical foundations and techniques used in theoretical physics.
-
C.
Calculus Made Easy
Calculus Made Easy is a classic introductory mathematics book that simplifies and demystifies the fundamental concepts of calculus for beginners.
-
D.
Elements of Analytical Geometry and of the Differential and Integral Calculus
Elements of Analytical Geometry and of the Differential and Integral Calculus is a 19th-century mathematics textbook that systematically introduces analytic geometry alongside the fundamentals of differential and integral calculus.
-
E.
A Course of Pure Mathematics
A Course of Pure Mathematics is a classic early 20th-century textbook that rigorously introduces the foundations of mathematical analysis and helped shape modern university-level mathematics education.
- 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: Schaum's Outline of Vector Analysis Triple: [Murray R. Spiegel, notableWork, Schaum's Outline of Vector Analysis]
Generated description
Schaum's Outline of Vector Analysis is a widely used study guide that provides clear explanations, worked examples, and practice problems in vector calculus and related topics for students in mathematics, physics, and engineering.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Schaum's Outline of Vector Analysis Target entity description: Schaum's Outline of Vector Analysis is a widely used study guide that provides clear explanations, worked examples, and practice problems in vector calculus and related topics for students in mathematics, physics, and engineering.
-
A.
Vector Analysis (with Edwin Bidwell Wilson)
Vector Analysis (with Edwin Bidwell Wilson) is a foundational early 20th-century textbook that systematically developed the modern formalism of vector calculus and helped standardize its use in physics and engineering.
-
B.
Methods of Mathematical Physics
Methods of Mathematical Physics is a classic two-volume textbook by Richard Courant and David Hilbert that rigorously develops the mathematical foundations and techniques used in theoretical physics.
-
C.
Calculus Made Easy
Calculus Made Easy is a classic introductory mathematics book that simplifies and demystifies the fundamental concepts of calculus for beginners.
-
D.
Elements of Analytical Geometry and of the Differential and Integral Calculus
Elements of Analytical Geometry and of the Differential and Integral Calculus is a 19th-century mathematics textbook that systematically introduces analytic geometry alongside the fundamentals of differential and integral calculus.
-
E.
A Course of Pure Mathematics
A Course of Pure Mathematics is a classic early 20th-century textbook that rigorously introduces the foundations of mathematical analysis and helped shape modern university-level mathematics education.
- 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_69c69f3487ec8190bf7acdf2dd91e6d6 |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c6f9d9c55c8190841f3bf3225c096a |
completed | March 27, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c861ad08bc8190b3fc22109579a47d |
completed | March 28, 2026, 11:18 p.m. |
| NEDg | Description generation | batch_69c86239eb348190b5a0b83d280000e2 |
completed | March 28, 2026, 11:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c862a2f6808190942a22bf93994408 |
completed | March 28, 2026, 11:22 p.m. |
Created at: March 27, 2026, 3:53 p.m.