Triple
T14394121
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oracle GraalVM |
E356913
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Truffle language implementation framework
The Truffle language implementation framework is a part of Oracle GraalVM that enables building high-performance interpreters for programming languages by leveraging just-in-time compilation and advanced optimization techniques.
|
E1096547
|
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: Truffle language implementation framework | Statement: [Oracle GraalVM, hasComponent, Truffle language implementation framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Truffle language implementation framework Context triple: [Oracle GraalVM, hasComponent, Truffle language implementation framework]
-
A.
Cyclone programming language
Cyclone is a safe dialect of the C programming language designed to prevent common memory-management and type-safety errors while retaining low-level control and performance.
-
B.
Vale programming language
Vale is a memory-safe, performance-focused systems programming language that explores region-based memory management and borrow-checking concepts similar to those in Rust.
-
C.
Oberon programming language
The Oberon programming language is a minimalist, modular, and strongly typed language designed by Niklaus Wirth as the successor to Modula-2, emphasizing simplicity and efficiency in both language and operating system design.
-
D.
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.
-
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. 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: Truffle language implementation framework Triple: [Oracle GraalVM, hasComponent, Truffle language implementation framework]
Generated description
The Truffle language implementation framework is a part of Oracle GraalVM that enables building high-performance interpreters for programming languages by leveraging just-in-time compilation and advanced optimization techniques.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Truffle language implementation framework Target entity description: The Truffle language implementation framework is a part of Oracle GraalVM that enables building high-performance interpreters for programming languages by leveraging just-in-time compilation and advanced optimization techniques.
-
A.
Cyclone programming language
Cyclone is a safe dialect of the C programming language designed to prevent common memory-management and type-safety errors while retaining low-level control and performance.
-
B.
Vale programming language
Vale is a memory-safe, performance-focused systems programming language that explores region-based memory management and borrow-checking concepts similar to those in Rust.
-
C.
Oberon programming language
The Oberon programming language is a minimalist, modular, and strongly typed language designed by Niklaus Wirth as the successor to Modula-2, emphasizing simplicity and efficiency in both language and operating system design.
-
D.
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.
-
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. 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_69d827927c988190ad98bb0360981783 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de902d114881908a8f3c01b3c6d309 |
completed | April 14, 2026, 7:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd551b006c8190b84449f2e2b59b62 |
completed | May 8, 2026, 3:14 a.m. |
| NEDg | Description generation | batch_69fd55d90ed08190b6a0184715f39ff4 |
completed | May 8, 2026, 3:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd565d32fc8190acc1e733537a23cb |
completed | May 8, 2026, 3:19 a.m. |
Created at: April 10, 2026, 1:16 a.m.