Triple
T18480453
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Problems and Theorems in Analysis (with George Pólya) |
E451541
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object | Mathematical Discovery |
—
|
NE NERFINISHED |
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: Mathematical Discovery | Statement: [Problems and Theorems in Analysis (with George Pólya), relatedWork, Mathematical Discovery]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mathematical Discovery Context triple: [Problems and Theorems in Analysis (with George Pólya), relatedWork, Mathematical Discovery]
-
A.
Mathematical Discovery
chosen
"Mathematical Discovery" is a two-volume work by George Pólya that explores the processes of mathematical problem solving and heuristic reasoning.
-
B.
Mathematics and Plausible Reasoning
Mathematics and Plausible Reasoning is a two-volume work by George Pólya that explores how mathematicians actually think, conjecture, and discover through heuristic and inductive reasoning rather than formal proof alone.
-
C.
The Mathematical Experience
The Mathematical Experience is a widely acclaimed book that explores the nature, history, philosophy, and human side of mathematics in an accessible and reflective way.
-
D.
Mathematics and the Imagination
Mathematics and the Imagination is a popular mathematics book that explores fundamental mathematical ideas and their philosophical implications in an accessible, engaging style for general readers.
-
E.
How to Solve It
"How to Solve It" is a classic 1945 book by mathematician George Pólya that teaches general problem-solving strategies and heuristics, especially for mathematics.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8d38465a0819099b9b42d2a662ac1 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e53066a7108190a50eda9b489c90ca |
completed | April 19, 2026, 7:43 p.m. |
Created at: April 10, 2026, 11:35 a.m.