Triple
T10214162
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MetalFX |
E242400
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Metal framework
The Metal framework is Apple’s low-level, high-performance graphics and compute API used across its platforms for GPU-accelerated rendering and processing.
|
E849985
|
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 framework | Statement: [MetalFX, partOf, Metal framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Metal framework Context triple: [MetalFX, partOf, Metal framework]
-
A.
Framework
"Framework" is the title of ISO/IEC 11179-1, the foundational part of the international standard that defines the overall concepts and structure for metadata registries.
-
B.
MetalFX
MetalFX is Apple’s GPU-accelerated upscaling and rendering technology within the Metal framework, designed to improve game and graphics performance and visual quality on Apple devices.
-
C.
Metal Skin
Metal Skin is a 1994 Australian cult drama film directed by Geoffrey Wright, noted for its gritty portrayal of disaffected youth and street racing subculture.
-
D.
MetalKit
MetalKit is an Apple framework that simplifies working with the Metal graphics and compute API by providing higher-level utilities for rendering, texture loading, and view management.
-
E.
Foundation framework
The Foundation framework is a core Objective-C and Swift library in Apple’s development ecosystem that provides essential data types, collections, and utilities for building macOS, iOS, and other Apple platform applications.
- 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 framework Triple: [MetalFX, partOf, Metal framework]
Generated description
The Metal framework is Apple’s low-level, high-performance graphics and compute API used across its platforms for GPU-accelerated rendering and processing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Metal framework Target entity description: The Metal framework is Apple’s low-level, high-performance graphics and compute API used across its platforms for GPU-accelerated rendering and processing.
-
A.
Framework
"Framework" is the title of ISO/IEC 11179-1, the foundational part of the international standard that defines the overall concepts and structure for metadata registries.
-
B.
MetalFX
MetalFX is Apple’s GPU-accelerated upscaling and rendering technology within the Metal framework, designed to improve game and graphics performance and visual quality on Apple devices.
-
C.
Metal Skin
Metal Skin is a 1994 Australian cult drama film directed by Geoffrey Wright, noted for its gritty portrayal of disaffected youth and street racing subculture.
-
D.
MetalKit
MetalKit is an Apple framework that simplifies working with the Metal graphics and compute API by providing higher-level utilities for rendering, texture loading, and view management.
-
E.
Foundation framework
The Foundation framework is a core Objective-C and Swift library in Apple’s development ecosystem that provides essential data types, collections, and utilities for building macOS, iOS, and other Apple platform applications.
- 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_69d381ae26c48190985abd0e25ee5d04 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d3aa24efc081909714d98943543283 |
completed | April 6, 2026, 12:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d652ea80dc81908bc65ee2ec390467 |
completed | April 8, 2026, 1:06 p.m. |
| NEDg | Description generation | batch_69d657818b008190a24170717cff53b9 |
completed | April 8, 2026, 1:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d65835a11c819083d069ab0f644d4c |
completed | April 8, 2026, 1:29 p.m. |
Created at: April 6, 2026, 11:04 a.m.