Triple
T9002776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | I/O Kit |
E215074
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
IOWorkLoop class
The IOWorkLoop class is a core I/O Kit synchronization and event-handling mechanism in macOS that serializes work for kernel drivers using command gates and interrupt/event sources.
|
E771035
|
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: IOWorkLoop class | Statement: [I/O Kit, includes, IOWorkLoop class]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IOWorkLoop class Context triple: [I/O Kit, includes, IOWorkLoop class]
-
A.
IOCompletionCallback
IOCompletionCallback is a .NET delegate type used to define callback methods that the thread pool invokes when asynchronous I/O operations complete.
-
B.
State Loop
State Loop is a type of short, state-maintained highway that typically connects major routes or provides a bypass around urban areas within a U.S. state highway system.
-
C.
WorkerGlobalScope
WorkerGlobalScope is the global execution context for Web Workers, providing the environment and APIs that worker scripts use to run independently of the main browser thread.
-
D.
ManualResetEvent
ManualResetEvent is a .NET synchronization primitive that allows threads to wait until a signal is set and remains signaled until it is manually reset.
-
E.
EventWaitHandle
EventWaitHandle is a .NET synchronization primitive that allows threads or processes to signal and wait for events, coordinating execution flow in concurrent 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: IOWorkLoop class Triple: [I/O Kit, includes, IOWorkLoop class]
Generated description
The IOWorkLoop class is a core I/O Kit synchronization and event-handling mechanism in macOS that serializes work for kernel drivers using command gates and interrupt/event sources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IOWorkLoop class Target entity description: The IOWorkLoop class is a core I/O Kit synchronization and event-handling mechanism in macOS that serializes work for kernel drivers using command gates and interrupt/event sources.
-
A.
IOCompletionCallback
IOCompletionCallback is a .NET delegate type used to define callback methods that the thread pool invokes when asynchronous I/O operations complete.
-
B.
State Loop
State Loop is a type of short, state-maintained highway that typically connects major routes or provides a bypass around urban areas within a U.S. state highway system.
-
C.
WorkerGlobalScope
WorkerGlobalScope is the global execution context for Web Workers, providing the environment and APIs that worker scripts use to run independently of the main browser thread.
-
D.
ManualResetEvent
ManualResetEvent is a .NET synchronization primitive that allows threads to wait until a signal is set and remains signaled until it is manually reset.
-
E.
EventWaitHandle
EventWaitHandle is a .NET synchronization primitive that allows threads or processes to signal and wait for events, coordinating execution flow in concurrent 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_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.