Triple
T14440180
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Tour of C++ |
E358064
|
entity |
| Predicate | partOfSeries |
P1761
|
FINISHED |
| Object |
C++ In-Depth Series
C++ In-Depth Series is a collection of advanced, authoritative books on the C++ programming language, aimed at experienced developers seeking a deeper understanding of its features and best practices.
|
E1099053
|
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: C++ In-Depth Series | Statement: [A Tour of C++, partOfSeries, C++ In-Depth Series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: C++ In-Depth Series Context triple: [A Tour of C++, partOfSeries, C++ In-Depth Series]
-
A.
A Tour of C++
A Tour of C++ is a concise introductory book by Bjarne Stroustrup that presents modern C++ features and programming techniques for experienced programmers.
-
B.
The C++ Programming Language
The C++ Programming Language is a comprehensive reference and tutorial book by Bjarne Stroustrup that defines, explains, and showcases the design and use of the C++ programming language.
-
C.
Programming: Principles and Practice Using C++
Programming: Principles and Practice Using C++ is an introductory programming textbook by Bjarne Stroustrup that teaches fundamental programming concepts and techniques using the C++ language.
-
D.
Exceptional C++
Exceptional C++ is a widely respected C++ programming book by Herb Sutter that presents challenging problems and in-depth explanations to teach advanced language features and best practices.
-
E.
On to C++ (programming book)
"On to C++" is a programming book by Patrick Henry Winston that introduces and explains the C++ language with an emphasis on clear examples and practical understanding for learners transitioning from other languages.
- 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: C++ In-Depth Series Triple: [A Tour of C++, partOfSeries, C++ In-Depth Series]
Generated description
C++ In-Depth Series is a collection of advanced, authoritative books on the C++ programming language, aimed at experienced developers seeking a deeper understanding of its features and best practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: C++ In-Depth Series Target entity description: C++ In-Depth Series is a collection of advanced, authoritative books on the C++ programming language, aimed at experienced developers seeking a deeper understanding of its features and best practices.
-
A.
A Tour of C++
A Tour of C++ is a concise introductory book by Bjarne Stroustrup that presents modern C++ features and programming techniques for experienced programmers.
-
B.
The C++ Programming Language
The C++ Programming Language is a comprehensive reference and tutorial book by Bjarne Stroustrup that defines, explains, and showcases the design and use of the C++ programming language.
-
C.
Programming: Principles and Practice Using C++
Programming: Principles and Practice Using C++ is an introductory programming textbook by Bjarne Stroustrup that teaches fundamental programming concepts and techniques using the C++ language.
-
D.
Exceptional C++
Exceptional C++ is a widely respected C++ programming book by Herb Sutter that presents challenging problems and in-depth explanations to teach advanced language features and best practices.
-
E.
On to C++ (programming book)
"On to C++" is a programming book by Patrick Henry Winston that introduces and explains the C++ language with an emphasis on clear examples and practical understanding for learners transitioning from other languages.
- 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_69d8279402a88190821ffa39ae15bccf |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de914c1398819090fa2a74d257ba3e |
completed | April 14, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5bda6ee88190aeec77092eb3576a |
completed | May 8, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_69fd5d8c0e4881908dac3fb5a5ac79bc |
completed | May 8, 2026, 3:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd5e46c184819092ebb2b5aad28125 |
completed | May 8, 2026, 3:53 a.m. |
Created at: April 10, 2026, 1:18 a.m.