Triple
T8823377
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CUDA Fortran |
E209956
|
entity |
| Predicate | implementedIn |
P2539
|
FINISHED |
| Object |
PGI compilers
PGI compilers are a suite of high-performance Fortran, C, and C++ compilers widely used for parallel programming and GPU-accelerated computing.
|
E758505
|
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: PGI compilers | Statement: [CUDA Fortran, implementedIn, PGI compilers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PGI compilers Context triple: [CUDA Fortran, implementedIn, PGI compilers]
-
A.
Intel Fortran Compiler
Intel Fortran Compiler is a high-performance, proprietary Fortran compiler from Intel widely used for scientific, engineering, and high-performance computing applications.
-
B.
NAG Fortran Compiler
NAG Fortran Compiler is a commercial, standards-focused Fortran compiler from the Numerical Algorithms Group, widely used for its rigorous support of modern Fortran features and robust error checking.
-
C.
Intel C++ Compiler
Intel C++ Compiler is a high-performance C and C++ optimizing compiler from Intel, designed to generate highly optimized code for Intel architectures and parallel computing workloads.
-
D.
GNU Compiler Collection
The GNU Compiler Collection (GCC) is a widely used, free and open-source compiler system that supports numerous programming languages and platforms, forming a core component of the GNU toolchain and much of the open-source software ecosystem.
-
E.
OpenACC
OpenACC is a directive-based parallel programming standard designed to simplify the development of portable, high-performance code on heterogeneous systems such as GPUs and multicore CPUs.
- 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: PGI compilers Triple: [CUDA Fortran, implementedIn, PGI compilers]
Generated description
PGI compilers are a suite of high-performance Fortran, C, and C++ compilers widely used for parallel programming and GPU-accelerated computing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PGI compilers Target entity description: PGI compilers are a suite of high-performance Fortran, C, and C++ compilers widely used for parallel programming and GPU-accelerated computing.
-
A.
Intel Fortran Compiler
Intel Fortran Compiler is a high-performance, proprietary Fortran compiler from Intel widely used for scientific, engineering, and high-performance computing applications.
-
B.
NAG Fortran Compiler
NAG Fortran Compiler is a commercial, standards-focused Fortran compiler from the Numerical Algorithms Group, widely used for its rigorous support of modern Fortran features and robust error checking.
-
C.
Intel C++ Compiler
Intel C++ Compiler is a high-performance C and C++ optimizing compiler from Intel, designed to generate highly optimized code for Intel architectures and parallel computing workloads.
-
D.
GNU Compiler Collection
The GNU Compiler Collection (GCC) is a widely used, free and open-source compiler system that supports numerous programming languages and platforms, forming a core component of the GNU toolchain and much of the open-source software ecosystem.
-
E.
OpenACC
OpenACC is a directive-based parallel programming standard designed to simplify the development of portable, high-performance code on heterogeneous systems such as GPUs and multicore CPUs.
- 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_69ca8364e13081909c85fe80f44fe86f |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc6030b25081909d67488b35a72e05 |
completed | April 1, 2026, midnight |
| NED1 | Entity disambiguation (via context triple) | batch_69cf6fd3b3348190a63bfd29860cc95f |
completed | April 3, 2026, 7:44 a.m. |
| NEDg | Description generation | batch_69cf70ca613c8190bcebec47f8cdfc55 |
completed | April 3, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf7235c954819096a51e75f2fb6240 |
completed | April 3, 2026, 7:54 a.m. |
Created at: March 30, 2026, 6:46 p.m.