Triple

T5432927
Position Surface form Disambiguated ID Type / Status
Subject Metal E121537 entity
Predicate competesWith P1375 FINISHED
Object Direct3D 12
Direct3D 12 is a low-level graphics API from Microsoft that provides high-performance, close-to-the-metal access to GPU hardware for Windows and Xbox game and graphics development.
E37364 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: Direct3D 12 | Statement: [Metal, competesWith, Direct3D 12]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Direct3D 12
Context triple: [Metal, competesWith, Direct3D 12]
  • A. DirectX
    DirectX is a collection of application programming interfaces (APIs) developed by Microsoft that enables high-performance handling of graphics, sound, and other multimedia tasks, especially for games, on Windows platforms.
  • B. DXGI
    DXGI (DirectX Graphics Infrastructure) is a Microsoft API layer that manages low-level tasks like enumerating graphics adapters, handling display modes, and facilitating communication between Direct3D and the graphics hardware.
  • C. Vulkan
    Vulkan is a low-overhead, cross-platform 3D graphics and compute API designed to provide high-performance access to modern GPUs.
  • D. DirectStorage
    DirectStorage is a Microsoft API designed to dramatically speed up game asset loading by enabling high-bandwidth, low-latency data streaming from NVMe storage directly to the GPU.
  • E. Metal graphics API
    Metal graphics API is Apple’s low-level, high-performance framework for 3D graphics and GPU-accelerated computing on its devices.
  • 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: Direct3D 12
Triple: [Metal, competesWith, Direct3D 12]
Generated description
Direct3D 12 is a low-level graphics API from Microsoft that provides high-performance, close-to-the-metal access to GPU hardware for Windows and Xbox game and graphics development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Direct3D 12
Target entity description: Direct3D 12 is a low-level graphics API from Microsoft that provides high-performance, close-to-the-metal access to GPU hardware for Windows and Xbox game and graphics development.
  • A. DirectX chosen
    DirectX is a collection of application programming interfaces (APIs) developed by Microsoft that enables high-performance handling of graphics, sound, and other multimedia tasks, especially for games, on Windows platforms.
  • B. DXGI
    DXGI (DirectX Graphics Infrastructure) is a Microsoft API layer that manages low-level tasks like enumerating graphics adapters, handling display modes, and facilitating communication between Direct3D and the graphics hardware.
  • C. Vulkan
    Vulkan is a low-overhead, cross-platform 3D graphics and compute API designed to provide high-performance access to modern GPUs.
  • D. DirectStorage
    DirectStorage is a Microsoft API designed to dramatically speed up game asset loading by enabling high-bandwidth, low-latency data streaming from NVMe storage directly to the GPU.
  • E. Metal graphics API
    Metal graphics API is Apple’s low-level, high-performance framework for 3D graphics and GPU-accelerated computing on its devices.
  • F. None of above.

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_69bd463c65f0819082ee6483ab4b466a completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd8840ade481909dae2eecc77d73b8 completed March 20, 2026, 5:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3accb6748190989257c3b991a760 completed March 22, 2026, 12:41 a.m.
NEDg Description generation batch_69bf3b72f1fc8190a2fbc516cf75abdb completed March 22, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69bf3f44fdd08190bb9ba0e10e4410af completed March 22, 2026, 1 a.m.
Created at: March 20, 2026, 2:06 p.m.