Triple
T7666272
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scott Meyers |
E173630
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
More Effective C++
More Effective C++ is a widely respected programming book that presents advanced techniques, best practices, and guidelines for writing safer and more efficient C++ code.
|
E680646
|
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: More Effective C++ | Statement: [Scott Meyers, knownFor, More Effective C++]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: More Effective C++ Context triple: [Scott Meyers, knownFor, More Effective C++]
-
A.
Effective C++
Effective C++ is a widely respected programming book by Scott Meyers that presents practical guidelines and best practices for writing robust, efficient C++ code.
-
B.
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.
-
C.
Exceptional C++ Style
Exceptional C++ Style is a programming book by Herb Sutter that focuses on advanced C++ design, idioms, and best practices for writing high-quality, modern C++ code.
-
D.
Effective Modern C++
Effective Modern C++ is a widely respected programming book that guides experienced C++ developers in using modern C++11 and C++14 features effectively, idiomatically, and safely.
-
E.
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.
- 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: More Effective C++ Triple: [Scott Meyers, knownFor, More Effective C++]
Generated description
More Effective C++ is a widely respected programming book that presents advanced techniques, best practices, and guidelines for writing safer and more efficient C++ code.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: More Effective C++ Target entity description: More Effective C++ is a widely respected programming book that presents advanced techniques, best practices, and guidelines for writing safer and more efficient C++ code.
-
A.
Effective C++
Effective C++ is a widely respected programming book by Scott Meyers that presents practical guidelines and best practices for writing robust, efficient C++ code.
-
B.
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.
-
C.
Exceptional C++ Style
Exceptional C++ Style is a programming book by Herb Sutter that focuses on advanced C++ design, idioms, and best practices for writing high-quality, modern C++ code.
-
D.
Effective Modern C++
Effective Modern C++ is a widely respected programming book that guides experienced C++ developers in using modern C++11 and C++14 features effectively, idiomatically, and safely.
-
E.
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.
- 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_69c699562484819086752091e3164a27 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701c1383c8190ab5bf803bd6211a9 |
completed | March 27, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8a2206664819085c6825e63eadd6f |
completed | March 29, 2026, 3:53 a.m. |
| NEDg | Description generation | batch_69c8a2bc757c81909416e06cc53150ca |
completed | March 29, 2026, 3:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8a35d59d48190b486b4405d428469 |
completed | March 29, 2026, 3:58 a.m. |
Created at: March 27, 2026, 4 p.m.