Triple

T18257257
Position Surface form Disambiguated ID Type / Status
Subject MATLAB Compiler E437247 entity
Predicate integratesWith P1075 FINISHED
Object MATLAB Coder
MATLAB Coder is a MathWorks tool that automatically converts MATLAB code into efficient C and C++ for integration, deployment, and code generation workflows.
E1314824 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: MATLAB Coder | Statement: [MATLAB Compiler, integratesWith, MATLAB Coder]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MATLAB Coder
Context triple: [MATLAB Compiler, integratesWith, MATLAB Coder]
  • A. Simulink Coder
    Simulink Coder is a MathWorks tool that automatically generates C and C++ code from Simulink models for real-time and embedded system deployment.
  • B. MATLAB Compiler
    MATLAB Compiler is a MathWorks tool that converts MATLAB programs into standalone applications and shared libraries that can run without a MATLAB installation.
  • C. MATLAB Runtime
    MATLAB Runtime is a standalone execution environment that allows compiled MATLAB applications and components to run on systems without a full MATLAB installation.
  • D. MATLAB
    MATLAB is a high-level programming language and interactive environment widely used for numerical computing, data analysis, algorithm development, and visualization, particularly in engineering and scientific research.
  • E. MATLAB Distributed Computing Server
    MATLAB Distributed Computing Server is a MATLAB product that enables large-scale parallel computing by running MATLAB and Simulink computations across computer clusters and clouds.
  • 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: MATLAB Coder
Triple: [MATLAB Compiler, integratesWith, MATLAB Coder]
Generated description
MATLAB Coder is a MathWorks tool that automatically converts MATLAB code into efficient C and C++ for integration, deployment, and code generation workflows.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MATLAB Coder
Target entity description: MATLAB Coder is a MathWorks tool that automatically converts MATLAB code into efficient C and C++ for integration, deployment, and code generation workflows.
  • A. Simulink Coder
    Simulink Coder is a MathWorks tool that automatically generates C and C++ code from Simulink models for real-time and embedded system deployment.
  • B. MATLAB Compiler
    MATLAB Compiler is a MathWorks tool that converts MATLAB programs into standalone applications and shared libraries that can run without a MATLAB installation.
  • C. MATLAB Runtime
    MATLAB Runtime is a standalone execution environment that allows compiled MATLAB applications and components to run on systems without a full MATLAB installation.
  • D. MATLAB
    MATLAB is a high-level programming language and interactive environment widely used for numerical computing, data analysis, algorithm development, and visualization, particularly in engineering and scientific research.
  • E. MATLAB Distributed Computing Server
    MATLAB Distributed Computing Server is a MATLAB product that enables large-scale parallel computing by running MATLAB and Simulink computations across computer clusters and clouds.
  • 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_69d8b913351c8190932b6a426de04b41 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4fd86e21081909c049082949b95c6 completed April 19, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03b3ee41f081909cf7e7ee21343d5a completed May 12, 2026, 11:12 p.m.
NEDg Description generation batch_6a03b4748aa48190a69855ba8e9563dd completed May 12, 2026, 11:15 p.m.
NED2 Entity disambiguation (via description) batch_6a03b4f794148190b01d310db48c2d6e completed May 12, 2026, 11:17 p.m.
Created at: April 10, 2026, 10:34 a.m.