Triple
T10371118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A. Ivić, The Riemann Zeta-Function |
E244384
|
entity |
| Predicate | series |
P1761
|
FINISHED |
| Object |
Dover Books on Mathematics
Dover Books on Mathematics is a renowned series of affordable, high-quality reprints and original texts covering a wide range of mathematical topics for students, educators, and researchers.
|
E859690
|
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: Dover Books on Mathematics | Statement: [A. Ivić, The Riemann Zeta-Function, series, Dover Books on Mathematics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dover Books on Mathematics Context triple: [A. Ivić, The Riemann Zeta-Function, series, Dover Books on Mathematics]
-
A.
Problem Books in Mathematics
Problem Books in Mathematics is a renowned Springer book series that presents collections of challenging, graduate-level problems with solutions across a wide range of mathematical fields.
-
B.
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.
-
C.
Schaum's Outline series in mathematics
Schaum's Outline series in mathematics is a popular collection of supplementary textbooks that provide concise explanations, numerous solved problems, and practice exercises to help students master mathematical concepts.
-
D.
Teubner series of mathematics texts
The Teubner series of mathematics texts is a renowned collection of scholarly mathematical monographs and textbooks published by the German academic publisher B. G. Teubner Verlag.
-
E.
Very Short Introductions to mathematics
Very Short Introductions to mathematics is a concise, accessible book that surveys key ideas, history, and concepts in mathematics as part of Oxford University Press’s Very Short Introductions series.
- 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: Dover Books on Mathematics Triple: [A. Ivić, The Riemann Zeta-Function, series, Dover Books on Mathematics]
Generated description
Dover Books on Mathematics is a renowned series of affordable, high-quality reprints and original texts covering a wide range of mathematical topics for students, educators, and researchers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dover Books on Mathematics Target entity description: Dover Books on Mathematics is a renowned series of affordable, high-quality reprints and original texts covering a wide range of mathematical topics for students, educators, and researchers.
-
A.
Problem Books in Mathematics
Problem Books in Mathematics is a renowned Springer book series that presents collections of challenging, graduate-level problems with solutions across a wide range of mathematical fields.
-
B.
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.
-
C.
Schaum's Outline series in mathematics
Schaum's Outline series in mathematics is a popular collection of supplementary textbooks that provide concise explanations, numerous solved problems, and practice exercises to help students master mathematical concepts.
-
D.
Teubner series of mathematics texts
The Teubner series of mathematics texts is a renowned collection of scholarly mathematical monographs and textbooks published by the German academic publisher B. G. Teubner Verlag.
-
E.
Very Short Introductions to mathematics
Very Short Introductions to mathematics is a concise, accessible book that surveys key ideas, history, and concepts in mathematics as part of Oxford University Press’s Very Short Introductions series.
- 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_69d381b3e328819094b23b8edcd29b5a |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e9737cfc81909d6302bd4177d186 |
completed | April 7, 2026, 11:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7956469988190b5a9b2dfe062379f |
completed | April 9, 2026, 12:02 p.m. |
| NEDg | Description generation | batch_69d798e3dba08190911fc9fec5d2c8e2 |
completed | April 9, 2026, 12:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d79a6086fc8190ab8454a216dfda8c |
completed | April 9, 2026, 12:24 p.m. |
Created at: April 6, 2026, 12:01 p.m.