Triple
T7600443
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Murray R. Spiegel |
E179968
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Schaum's Outline of Theory and Problems of Advanced Calculus |
E674670
|
NE FINISHED |
How this triple was built (2 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 Theory and Problems of Advanced Calculus | Statement: [Murray R. Spiegel, notableWork, Schaum's Outline of Theory and Problems of Advanced Calculus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schaum's Outline of Theory and Problems of Advanced Calculus Context triple: [Murray R. Spiegel, notableWork, Schaum's Outline of Theory and Problems of Advanced Calculus]
-
A.
Schaum's Outline of Advanced Calculus
chosen
Schaum's Outline of Advanced Calculus is a widely used study guide that provides concise explanations, solved problems, and practice exercises covering key topics in advanced undergraduate calculus.
-
B.
Schaum's Outline of Advanced Mathematics
Schaum's Outline of Advanced Mathematics is a comprehensive study guide that presents key advanced math topics with clear explanations, solved problems, and practice exercises for students.
-
C.
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.
-
D.
Functional Analysis: Introduction to Further Topics in Analysis
"Functional Analysis: Introduction to Further Topics in Analysis" is an advanced graduate-level textbook by Elias Stein that develops modern functional analysis with applications to areas such as operator theory, harmonic analysis, and partial differential equations.
-
E.
Schaum's Outline of Mathematical Handbook of Formulas and Tables
Schaum's Outline of Mathematical Handbook of Formulas and Tables is a widely used reference book that compiles essential mathematical formulas, tables, and concepts for students and professionals across various fields.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c86846192c81909154e6cf60b21157 |
completed | March 28, 2026, 11:46 p.m. |
Created at: March 27, 2026, 3:53 p.m.