Triple

T18051268
Position Surface form Disambiguated ID Type / Status
Subject contextlib E431930 entity
Predicate defines P264 FINISHED
Object AsyncExitStack
AsyncExitStack is a Python context manager utility from the contextlib module that simplifies managing and cleaning up multiple asynchronous context managers and callbacks.
E1303149 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: AsyncExitStack | Statement: [contextlib, defines, AsyncExitStack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AsyncExitStack
Context triple: [contextlib, defines, AsyncExitStack]
  • A. Stack$
    Stack$ is a musical act connected to American singer and television personality Brooke Hogan.
  • B. Closure / Continuation
    "Closure / Continuation" is a 2022 studio album by British progressive rock band Porcupine Tree, marking their first new release in over a decade and a significant return to the music scene.
  • C. Operation Stack
    Operation Stack was a traffic management system used in Kent, England, to queue freight traffic on the M20 motorway during disruptions to cross-Channel services.
  • D. ThreadAbortException
    ThreadAbortException is a special .NET exception type that is thrown to terminate a thread, typically via Thread.Abort, and can be caught but is automatically rethrown by the runtime.
  • E. AnyCancellable
    AnyCancellable is a type in Apple’s Combine framework that represents a token you can store and use to cancel an active subscription to a publisher.
  • 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: AsyncExitStack
Triple: [contextlib, defines, AsyncExitStack]
Generated description
AsyncExitStack is a Python context manager utility from the contextlib module that simplifies managing and cleaning up multiple asynchronous context managers and callbacks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AsyncExitStack
Target entity description: AsyncExitStack is a Python context manager utility from the contextlib module that simplifies managing and cleaning up multiple asynchronous context managers and callbacks.
  • A. Stack$
    Stack$ is a musical act connected to American singer and television personality Brooke Hogan.
  • B. Closure / Continuation
    "Closure / Continuation" is a 2022 studio album by British progressive rock band Porcupine Tree, marking their first new release in over a decade and a significant return to the music scene.
  • C. Operation Stack
    Operation Stack was a traffic management system used in Kent, England, to queue freight traffic on the M20 motorway during disruptions to cross-Channel services.
  • D. ThreadAbortException
    ThreadAbortException is a special .NET exception type that is thrown to terminate a thread, typically via Thread.Abort, and can be caught but is automatically rethrown by the runtime.
  • E. AnyCancellable
    AnyCancellable is a type in Apple’s Combine framework that represents a token you can store and use to cancel an active subscription to a publisher.
  • 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_69d8b906482481908183315b9ecf9994 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4c0fe4f1881908fa8485cb3ccfa44 completed April 19, 2026, 11:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0349bf5fc48190afd460025b1fe505 completed May 12, 2026, 3:39 p.m.
NEDg Description generation batch_6a034b7197e48190ae62f25f2fb434b6 completed May 12, 2026, 3:46 p.m.
NED2 Entity disambiguation (via description) batch_6a034c08c12081908fee77fbb97b5840 completed May 12, 2026, 3:49 p.m.
Created at: April 10, 2026, 10:25 a.m.