Triple
T18480452
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Problems and Theorems in Analysis (with George Pólya) |
E451541
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object | How to Solve It |
—
|
NE NERFINISHED |
Named-entity recognition
Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.
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: How to Solve It | Statement: [Problems and Theorems in Analysis (with George Pólya), relatedWork, How to Solve It]
Disambiguation candidates (1 decision)
The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: How to Solve It Context triple: [Problems and Theorems in Analysis (with George Pólya), relatedWork, How to Solve It]
-
A.
How to Solve It
chosen
"How to Solve It" is a classic 1945 book by mathematician George Pólya that teaches general problem-solving strategies and heuristics, especially for mathematics.
-
B.
Die mathematische Denkweise
"Die mathematische Denkweise" is a work by mathematician Andreas Speiser that explores the nature, structure, and philosophy of mathematical thinking.
-
C.
The Great Mathematical Problems
The Great Mathematical Problems is a popular mathematics book by Ian Stewart that explores some of the most famous unsolved and historically significant problems in mathematics for a general audience.
-
D.
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.
-
E.
Mathematical Discovery
"Mathematical Discovery" is a two-volume work by George Pólya that explores the processes of mathematical problem solving and heuristic reasoning.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69d8d38465a0819099b9b42d2a662ac1 |
elicitation | completed |
| NER | batch_69e53066a7108190a50eda9b489c90ca |
ner | completed |
Created at: April 10, 2026, 11:35 a.m.