Triple
T9809404
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Craig Chambers |
E238229
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Cecil: A Pure Object-Oriented Language with Multiple Dispatch and Multiple Inheritance
"Cecil: A Pure Object-Oriented Language with Multiple Dispatch and Multiple Inheritance" is a research programming language designed to explore flexible, purely object-oriented features such as multimethods, multiple inheritance, and dynamic dispatch mechanisms.
|
E822875
|
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: Cecil: A Pure Object-Oriented Language with Multiple Dispatch and Multiple Inheritance | Statement: [Craig Chambers, notableWork, Cecil: A Pure Object-Oriented Language with Multiple Dispatch and Multiple Inheritance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cecil: A Pure Object-Oriented Language with Multiple Dispatch and Multiple Inheritance Context triple: [Craig Chambers, notableWork, Cecil: A Pure Object-Oriented Language with Multiple Dispatch and Multiple Inheritance]
-
A.
Modularity, Objects, and State
"Modularity, Objects, and State" is a chapter in the classic computer science textbook *Structure and Interpretation of Computer Programs* that explores how to structure programs using modular design, data abstraction, and mutable state, including object-oriented techniques.
-
B.
Touch of Class: Learning to Program Well with Objects and Contracts
"Touch of Class: Learning to Program Well with Objects and Contracts" is a computer science textbook by Bertrand Meyer that teaches object-oriented programming and software correctness using the Design by Contract methodology.
-
C.
object-oriented software construction
Object-oriented Software Construction is a foundational book by Bertrand Meyer that systematically presents the principles, methods, and best practices of object-oriented software engineering.
-
D.
Cilk multithreaded programming language
Cilk is a parallel extension to the C programming language designed for efficient multithreaded computation, featuring simple keywords for task parallelism and a work-stealing scheduler for dynamic load balancing.
-
E.
Growing a Language (OOPSLA keynote)
Growing a Language (OOPSLA keynote) is a widely cited conference talk by computer scientist Guy L. Steele Jr. that uses a constrained English narrative to illustrate principles of language design, extensibility, and expressive power in programming 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: Cecil: A Pure Object-Oriented Language with Multiple Dispatch and Multiple Inheritance Triple: [Craig Chambers, notableWork, Cecil: A Pure Object-Oriented Language with Multiple Dispatch and Multiple Inheritance]
Generated description
"Cecil: A Pure Object-Oriented Language with Multiple Dispatch and Multiple Inheritance" is a research programming language designed to explore flexible, purely object-oriented features such as multimethods, multiple inheritance, and dynamic dispatch mechanisms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cecil: A Pure Object-Oriented Language with Multiple Dispatch and Multiple Inheritance Target entity description: "Cecil: A Pure Object-Oriented Language with Multiple Dispatch and Multiple Inheritance" is a research programming language designed to explore flexible, purely object-oriented features such as multimethods, multiple inheritance, and dynamic dispatch mechanisms.
-
A.
Modularity, Objects, and State
"Modularity, Objects, and State" is a chapter in the classic computer science textbook *Structure and Interpretation of Computer Programs* that explores how to structure programs using modular design, data abstraction, and mutable state, including object-oriented techniques.
-
B.
Touch of Class: Learning to Program Well with Objects and Contracts
"Touch of Class: Learning to Program Well with Objects and Contracts" is a computer science textbook by Bertrand Meyer that teaches object-oriented programming and software correctness using the Design by Contract methodology.
-
C.
object-oriented software construction
Object-oriented Software Construction is a foundational book by Bertrand Meyer that systematically presents the principles, methods, and best practices of object-oriented software engineering.
-
D.
Cilk multithreaded programming language
Cilk is a parallel extension to the C programming language designed for efficient multithreaded computation, featuring simple keywords for task parallelism and a work-stealing scheduler for dynamic load balancing.
-
E.
Growing a Language (OOPSLA keynote)
Growing a Language (OOPSLA keynote) is a widely cited conference talk by computer scientist Guy L. Steele Jr. that uses a constrained English narrative to illustrate principles of language design, extensibility, and expressive power in programming 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_69ca84defac48190abc1148804f184c1 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb21ef32c8190ab4b09d157798451 |
completed | April 2, 2026, 12:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1cc5b4dd8819088c86946b4eb8a39 |
completed | April 5, 2026, 2:43 a.m. |
| NEDg | Description generation | batch_69d1cd7f41448190b387109235dbc7f5 |
completed | April 5, 2026, 2:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1cdefca5c8190a673caca42aaa7d0 |
completed | April 5, 2026, 2:50 a.m. |
Created at: March 30, 2026, 8:29 p.m.