Triple
T9809405
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Craig Chambers |
E238229
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Cecil Language: Specification and Rationale
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.
|
E822876
|
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: The Cecil Language: Specification and Rationale | Statement: [Craig Chambers, notableWork, The Cecil Language: Specification and Rationale]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Cecil Language: Specification and Rationale Context triple: [Craig Chambers, notableWork, The Cecil Language: Specification and Rationale]
-
A.
Landin’s SECD machine
Landin’s SECD machine is an early abstract machine for functional programming languages that introduced a systematic model for evaluating expressions using a stack, environment, control, and dump.
-
B.
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.
-
C.
Practical Aspects of Declarative Languages
Practical Aspects of Declarative Languages is an academic conference focused on the practical implementation, application, and evaluation of declarative programming languages and related technologies.
-
D.
Rabbit: A Compiler for Scheme (thesis)
"Rabbit: A Compiler for Scheme" is Guy L. Steele Jr.'s influential doctoral thesis that introduced one of the earliest optimizing compilers for the Scheme programming language, helping to establish Scheme as a practical vehicle for language and compiler research.
-
E.
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.
- 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: The Cecil Language: Specification and Rationale Triple: [Craig Chambers, notableWork, The Cecil Language: Specification and Rationale]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Cecil Language: Specification and Rationale Target entity description: 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.
-
A.
Landin’s SECD machine
Landin’s SECD machine is an early abstract machine for functional programming languages that introduced a systematic model for evaluating expressions using a stack, environment, control, and dump.
-
B.
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.
-
C.
Practical Aspects of Declarative Languages
Practical Aspects of Declarative Languages is an academic conference focused on the practical implementation, application, and evaluation of declarative programming languages and related technologies.
-
D.
Rabbit: A Compiler for Scheme (thesis)
"Rabbit: A Compiler for Scheme" is Guy L. Steele Jr.'s influential doctoral thesis that introduced one of the earliest optimizing compilers for the Scheme programming language, helping to establish Scheme as a practical vehicle for language and compiler research.
-
E.
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.
- 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.