Triple
T9809406
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Craig Chambers |
E238229
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Design and Implementation of the Cecil Language and Type System |
E822876
|
NE FINISHED |
How this triple was built (2 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: Design and Implementation of the Cecil Language and Type System | Statement: [Craig Chambers, notableWork, Design and Implementation of the Cecil Language and Type System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Design and Implementation of the Cecil Language and Type System Context triple: [Craig Chambers, notableWork, Design and Implementation of the Cecil Language and Type System]
-
A.
The Cecil Language: Specification and Rationale
chosen
The Cecil Language: Specification and Rationale is a technical document by Craig Chambers that introduces and explains the design, features, and motivations behind the Cecil object-oriented programming language.
-
B.
Types and Programming Languages (research contributions)
Types and Programming Languages (research contributions) refers to Tobias Nipkow’s influential work advancing the theory and mechanization of type systems and programming language semantics, particularly through formal verification and theorem proving.
-
C.
Programming Language Design and Implementation
Programming Language Design and Implementation is a premier annual academic conference focusing on research in programming languages and compilers, sponsored by ACM SIGPLAN.
-
D.
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.
-
E.
Domain-Specific Languages
Domain-Specific Languages is a technical book by Martin Fowler that explores the design, implementation, and practical use of specialized programming languages tailored to specific problem domains.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d1d5aecdec81909fae349945406c6c |
completed | April 5, 2026, 3:23 a.m. |
Created at: March 30, 2026, 8:29 p.m.