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.