Triple

T18257134
Position Surface form Disambiguated ID Type / Status
Subject MathWorks E437244 entity
Predicate hasEducationalProgram P2489 FINISHED
Object MATLAB and Simulink for Students
MATLAB and Simulink for Students is an academic-focused offering from MathWorks that provides learners with access to its numerical computing and model-based design tools, along with learning resources tailored for coursework and projects.
 E1314823 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 and Simulink for Students | Statement: [MathWorks, hasEducationalProgram, MATLAB and Simulink for Students]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MATLAB and Simulink for Students
Context triple: [MathWorks, hasEducationalProgram, MATLAB and Simulink for Students]
  • A. MATLAB and Simulink for Universities
    MATLAB and Simulink for Universities is an academic program that provides higher-education institutions with campus-wide access to MathWorks’ numerical computing and simulation tools, along with teaching, learning, and research resources.
  • B. 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.
  • C. MATLAB Central
    MATLAB Central is an online community hub where MATLAB and Simulink users share code, ask and answer questions, and collaborate on technical computing projects.
  • D. Simulink
    Simulink is a graphical modeling and simulation environment for designing, simulating, and analyzing dynamic systems, commonly used within MATLAB for control, signal processing, and embedded system development.
  • E. MATLAB Grader
    MATLAB Grader is an online platform by MathWorks for creating, assigning, and automatically grading MATLAB-based coding problems and coursework.
  • 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 and Simulink for Students
Triple: [MathWorks, hasEducationalProgram, MATLAB and Simulink for Students]
Generated description
MATLAB and Simulink for Students is an academic-focused offering from MathWorks that provides learners with access to its numerical computing and model-based design tools, along with learning resources tailored for coursework and projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MATLAB and Simulink for Students
Target entity description: MATLAB and Simulink for Students is an academic-focused offering from MathWorks that provides learners with access to its numerical computing and model-based design tools, along with learning resources tailored for coursework and projects.
  • A. MATLAB and Simulink for Universities
    MATLAB and Simulink for Universities is an academic program that provides higher-education institutions with campus-wide access to MathWorks’ numerical computing and simulation tools, along with teaching, learning, and research resources.
  • B. 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.
  • C. MATLAB Central
    MATLAB Central is an online community hub where MATLAB and Simulink users share code, ask and answer questions, and collaborate on technical computing projects.
  • D. Simulink
    Simulink is a graphical modeling and simulation environment for designing, simulating, and analyzing dynamic systems, commonly used within MATLAB for control, signal processing, and embedded system development.
  • E. MATLAB Grader
    MATLAB Grader is an online platform by MathWorks for creating, assigning, and automatically grading MATLAB-based coding problems and coursework.
  • 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.