Triple
T1531550
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Effective C++ |
E32453
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
Scott Meyers
Scott Meyers is a renowned software engineer and author best known for his influential books on effective C++ programming and software design.
|
E173630
|
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: Scott Meyers | Statement: [Effective C++, author, Scott Meyers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scott Meyers Context triple: [Effective C++, author, Scott Meyers]
-
A.
Bjarne Stroustrup
Bjarne Stroustrup is a Danish computer scientist best known as the creator of the C++ programming language.
-
B.
Andy Ernst
Andy Ernst is a music producer best known for his work on early punk rock and alternative albums, including Green Day’s breakthrough record "Kerplunk."
-
C.
Chris Lattner
Chris Lattner is a software engineer best known for creating the LLVM compiler infrastructure and leading the development of Apple’s Swift programming language.
-
D.
Robert Griesemer
Robert Griesemer is a Swiss software engineer best known as one of the principal designers of the Go programming language at Google.
-
E.
Anders Hejlsberg
Anders Hejlsberg is a Danish software engineer best known for designing influential programming languages and development tools, including Turbo Pascal, Delphi, and later leading the design of C# and TypeScript at Microsoft.
- 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: Scott Meyers Triple: [Effective C++, author, Scott Meyers]
Generated description
Scott Meyers is a renowned software engineer and author best known for his influential books on effective C++ programming and software design.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scott Meyers Target entity description: Scott Meyers is a renowned software engineer and author best known for his influential books on effective C++ programming and software design.
-
A.
Bjarne Stroustrup
Bjarne Stroustrup is a Danish computer scientist best known as the creator of the C++ programming language.
-
B.
Andy Ernst
Andy Ernst is a music producer best known for his work on early punk rock and alternative albums, including Green Day’s breakthrough record "Kerplunk."
-
C.
Chris Lattner
Chris Lattner is a software engineer best known for creating the LLVM compiler infrastructure and leading the development of Apple’s Swift programming language.
-
D.
Robert Griesemer
Robert Griesemer is a Swiss software engineer best known as one of the principal designers of the Go programming language at Google.
-
E.
Anders Hejlsberg
Anders Hejlsberg is a Danish software engineer best known for designing influential programming languages and development tools, including Turbo Pascal, Delphi, and later leading the design of C# and TypeScript at Microsoft.
- 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_69a885ea86308190998f6bc14bb91f8e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90816b5e88190aa92a8558e35744b |
completed | March 5, 2026, 4:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad2957e6e4819087504a16bc32d60b |
completed | March 8, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69ad2a18a79c81908f04ba9aa55d52a0 |
completed | March 8, 2026, 7:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad2a8deae8819095731fdd1b4bd310 |
completed | March 8, 2026, 7:51 a.m. |
Created at: March 4, 2026, 7:26 p.m.