Triple

T4425088
Position Surface form Disambiguated ID Type / Status
Subject MATLAB E95188 entity
Predicate hasComponent P35 FINISHED
Object 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.
E437247 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 Compiler | Statement: [MATLAB, hasComponent, MATLAB Compiler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MATLAB Compiler
Context triple: [MATLAB, hasComponent, MATLAB Compiler]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Borland C++
    Borland C++ is an early, influential C and C++ integrated development environment and compiler for DOS and Windows that helped popularize C++ development on personal computers in the 1990s.
  • E. GNU Octave
    GNU Octave is a high-level, open-source programming language and numerical computing environment largely compatible with MATLAB, used for solving linear and nonlinear problems and performing other numerical experiments.
  • 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 Compiler
Triple: [MATLAB, hasComponent, MATLAB Compiler]
Generated description
MATLAB Compiler is a MathWorks tool that converts MATLAB programs into standalone applications and shared libraries that can run without a MATLAB installation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MATLAB Compiler
Target entity description: MATLAB Compiler is a MathWorks tool that converts MATLAB programs into standalone applications and shared libraries that can run without a MATLAB installation.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Borland C++
    Borland C++ is an early, influential C and C++ integrated development environment and compiler for DOS and Windows that helped popularize C++ development on personal computers in the 1990s.
  • E. GNU Octave
    GNU Octave is a high-level, open-source programming language and numerical computing environment largely compatible with MATLAB, used for solving linear and nonlinear problems and performing other numerical experiments.
  • 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_69b3453c2a0c8190926b574c90766db9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3554e40ec8190982acc0948da2f42 completed March 13, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f62f7eb88190a02669845126e790 completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f6c8a58481908d7bd3d4cfaf265c completed March 15, 2026, 12:01 a.m.
NED2 Entity disambiguation (via description) batch_69b5f73f38d481908ad44dfd33de85ca completed March 15, 2026, 12:03 a.m.
Created at: March 12, 2026, 11:30 p.m.