Triple

T1936605
Position Surface form Disambiguated ID Type / Status
Subject Xcode E41456 entity
Predicate programmingLanguageSupport P1592 FINISHED
Object Metal Shading Language
Metal Shading Language is Apple’s C++-like GPU programming language used to write high-performance graphics and compute shaders for the Metal framework on iOS, macOS, and related platforms.
E216047 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: Metal Shading Language | Statement: [Xcode, programmingLanguageSupport, Metal Shading Language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Metal Shading Language
Context triple: [Xcode, programmingLanguageSupport, Metal Shading Language]
  • A. HLSL
    HLSL (High-Level Shading Language) is Microsoft's C-like programming language used to write shaders for real-time graphics on GPUs, primarily in the DirectX ecosystem.
  • B. Metal graphics API
    Metal graphics API is Apple’s low-level, high-performance framework for 3D graphics and GPU-accelerated computing on its devices.
  • C. Vulkan
    Vulkan is a low-overhead, cross-platform 3D graphics and compute API designed to provide high-performance access to modern GPUs.
  • D. High Definition Render Pipeline
    High Definition Render Pipeline is Unity’s advanced, scriptable rendering pipeline designed to deliver high-fidelity, physically based graphics for high-end PCs and consoles.
  • E. Universal Render Pipeline
    Universal Render Pipeline is Unity’s optimized, scriptable rendering solution designed to deliver high-quality graphics across a wide range of platforms, from mobile devices to high-end consoles and PCs.
  • 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: Metal Shading Language
Triple: [Xcode, programmingLanguageSupport, Metal Shading Language]
Generated description
Metal Shading Language is Apple’s C++-like GPU programming language used to write high-performance graphics and compute shaders for the Metal framework on iOS, macOS, and related platforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Metal Shading Language
Target entity description: Metal Shading Language is Apple’s C++-like GPU programming language used to write high-performance graphics and compute shaders for the Metal framework on iOS, macOS, and related platforms.
  • A. HLSL
    HLSL (High-Level Shading Language) is Microsoft's C-like programming language used to write shaders for real-time graphics on GPUs, primarily in the DirectX ecosystem.
  • B. Metal graphics API
    Metal graphics API is Apple’s low-level, high-performance framework for 3D graphics and GPU-accelerated computing on its devices.
  • C. Vulkan
    Vulkan is a low-overhead, cross-platform 3D graphics and compute API designed to provide high-performance access to modern GPUs.
  • D. High Definition Render Pipeline
    High Definition Render Pipeline is Unity’s advanced, scriptable rendering pipeline designed to deliver high-fidelity, physically based graphics for high-end PCs and consoles.
  • E. Universal Render Pipeline
    Universal Render Pipeline is Unity’s optimized, scriptable rendering solution designed to deliver high-quality graphics across a wide range of platforms, from mobile devices to high-end consoles and PCs.
  • 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_69a88649b24c819080047f26b6db2ded completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb2c5f6e481909b2d95861e2098f9 completed March 7, 2026, 5:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3f6285c8190925af156f49cf9a2 completed March 8, 2026, 10:11 p.m.
NEDg Description generation batch_69adf4aea46481908b5da7c4251dd867 completed March 8, 2026, 10:14 p.m.
NED2 Entity disambiguation (via description) batch_69adf52b63c481908fcb9db4c40875b4 completed March 8, 2026, 10:16 p.m.
Created at: March 4, 2026, 7:35 p.m.