Triple
T16280495
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Mathematical Society publications |
E395249
|
entity |
| Predicate | hasBookSeries |
P42145
|
FINISHED |
| Object |
Student Mathematical Library
The Student Mathematical Library is a book series by the American Mathematical Society that offers accessible introductions to a wide range of advanced undergraduate and beginning graduate-level mathematical topics.
|
E1203521
|
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: Student Mathematical Library | Statement: [American Mathematical Society publications, hasBookSeries, Student Mathematical Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Student Mathematical Library Context triple: [American Mathematical Society publications, hasBookSeries, Student Mathematical Library]
-
A.
Mathematics Library
The Mathematics Library is a specialized academic library at Columbia University dedicated to supporting research and study in mathematics and related fields.
-
B.
mathematics library
The mathematics library at the University of Cambridge’s Centre for Mathematical Sciences is a specialized academic library supporting advanced research and study in pure and applied mathematics.
-
C.
Mathematical Laboratory
The Mathematical Laboratory was the original name of the University of Cambridge’s computing department, which became a pioneering center for early computer science research and development.
-
D.
Section of Mathematics
The Section of Mathematics is a specialized division within the Hungarian Academy of Sciences dedicated to advancing mathematical research, scholarship, and academic collaboration in Hungary.
-
E.
Oxford Users' Guide to Mathematics
Oxford Users' Guide to Mathematics is a comprehensive reference book that provides concise explanations, formulas, and methods across a wide range of undergraduate-level mathematical topics.
- 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: Student Mathematical Library Triple: [American Mathematical Society publications, hasBookSeries, Student Mathematical Library]
Generated description
The Student Mathematical Library is a book series by the American Mathematical Society that offers accessible introductions to a wide range of advanced undergraduate and beginning graduate-level mathematical topics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Student Mathematical Library Target entity description: The Student Mathematical Library is a book series by the American Mathematical Society that offers accessible introductions to a wide range of advanced undergraduate and beginning graduate-level mathematical topics.
-
A.
Mathematics Library
The Mathematics Library is a specialized academic library at Columbia University dedicated to supporting research and study in mathematics and related fields.
-
B.
mathematics library
The mathematics library at the University of Cambridge’s Centre for Mathematical Sciences is a specialized academic library supporting advanced research and study in pure and applied mathematics.
-
C.
Mathematical Laboratory
The Mathematical Laboratory was the original name of the University of Cambridge’s computing department, which became a pioneering center for early computer science research and development.
-
D.
Section of Mathematics
The Section of Mathematics is a specialized division within the Hungarian Academy of Sciences dedicated to advancing mathematical research, scholarship, and academic collaboration in Hungary.
-
E.
Oxford Users' Guide to Mathematics
Oxford Users' Guide to Mathematics is a comprehensive reference book that provides concise explanations, formulas, and methods across a wide range of undergraduate-level mathematical topics.
- 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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e24611926c81909b276ca3f406f15d |
completed | April 17, 2026, 2:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0017c48e5c8190a387a4158362417a |
completed | May 10, 2026, 5:29 a.m. |
| NEDg | Description generation | batch_6a0018be4b8c8190b68001465b9af949 |
completed | May 10, 2026, 5:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00198af20c819087cfa7d01b3afdec |
completed | May 10, 2026, 5:37 a.m. |
Created at: April 10, 2026, 5:05 a.m.