Triple
T9002777
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | I/O Kit |
E215074
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
IOBufferMemoryDescriptor class
The IOBufferMemoryDescriptor class is an I/O Kit C++ class in macOS used to manage and describe pageable or non-pageable memory buffers for device drivers.
|
E771036
|
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: IOBufferMemoryDescriptor class | Statement: [I/O Kit, includes, IOBufferMemoryDescriptor class]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IOBufferMemoryDescriptor class Context triple: [I/O Kit, includes, IOBufferMemoryDescriptor class]
-
A.
System.IO.BufferedStream
System.IO.BufferedStream is a .NET stream wrapper that adds an in-memory buffer to another stream to improve read and write performance.
-
B.
I/O Memory Management Unit
An I/O Memory Management Unit (IOMMU) is a hardware component that maps device-visible virtual addresses to physical memory addresses, enabling secure and efficient direct memory access (DMA) and device isolation.
-
C.
PreAllocatedOverlapped
PreAllocatedOverlapped is a .NET threading helper class that allows you to pre-allocate and reuse native overlapped I/O structures to reduce garbage collection overhead in asynchronous operations.
-
D.
ByteLengthQueuingStrategy
ByteLengthQueuingStrategy is a built-in queuing strategy in the JavaScript Streams API that manages backpressure by estimating chunk sizes in bytes rather than by count.
-
E.
Memory Manager
Memory Manager is a classic Macintosh system software component responsible for allocating, tracking, and organizing application and system memory.
- 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: IOBufferMemoryDescriptor class Triple: [I/O Kit, includes, IOBufferMemoryDescriptor class]
Generated description
The IOBufferMemoryDescriptor class is an I/O Kit C++ class in macOS used to manage and describe pageable or non-pageable memory buffers for device drivers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IOBufferMemoryDescriptor class Target entity description: The IOBufferMemoryDescriptor class is an I/O Kit C++ class in macOS used to manage and describe pageable or non-pageable memory buffers for device drivers.
-
A.
System.IO.BufferedStream
System.IO.BufferedStream is a .NET stream wrapper that adds an in-memory buffer to another stream to improve read and write performance.
-
B.
I/O Memory Management Unit
An I/O Memory Management Unit (IOMMU) is a hardware component that maps device-visible virtual addresses to physical memory addresses, enabling secure and efficient direct memory access (DMA) and device isolation.
-
C.
PreAllocatedOverlapped
PreAllocatedOverlapped is a .NET threading helper class that allows you to pre-allocate and reuse native overlapped I/O structures to reduce garbage collection overhead in asynchronous operations.
-
D.
ByteLengthQueuingStrategy
ByteLengthQueuingStrategy is a built-in queuing strategy in the JavaScript Streams API that manages backpressure by estimating chunk sizes in bytes rather than by count.
-
E.
Memory Manager
Memory Manager is a classic Macintosh system software component responsible for allocating, tracking, and organizing application and system memory.
- 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_69ca83a12d648190b1e4fe11e8a31890 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6957bd5481908ce74f32f8d197de |
completed | April 1, 2026, 12:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd0e0a28c81909b6d2c6cd80e24d4 |
completed | April 3, 2026, 2:38 p.m. |
| NEDg | Description generation | batch_69cfd1bffe6881908c42b83ad7c7f0ef |
completed | April 3, 2026, 2:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfd233dda0819094bd5e69d091f1a7 |
completed | April 3, 2026, 2:44 p.m. |
Created at: March 30, 2026, 7:05 p.m.