Triple

T400468
Position Surface form Disambiguated ID Type / Status
Subject CPython E9268 entity
Predicate concurrencyFeature P6774 FINISHED
Object global interpreter lock (GIL)
The global interpreter lock (GIL) is a CPython mechanism that ensures only one thread executes Python bytecode at a time, simplifying memory management but limiting true parallelism in multi-threaded programs.
E9268 NE FINISHED

How this triple was built (5 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: global interpreter lock (GIL) | Statement: [CPython, concurrencyFeature, global interpreter lock (GIL)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: global interpreter lock (GIL)
Context triple: [CPython, concurrencyFeature, global interpreter lock (GIL)]
  • A. Stackless Python
    Stackless Python is an enhanced version of the Python interpreter that provides lightweight microthreads and improved concurrency support without relying on the C call stack.
  • B. Python reference implementation (CPython)
    Python reference implementation (CPython) is the original and most widely used implementation of the Python programming language, written in C and serving as the de facto standard for Python behavior and compatibility.
  • C. Thread
    Thread is a low-power, IPv6-based wireless mesh networking protocol designed primarily for secure and reliable communication among smart home and IoT devices.
  • D. Jython
    Jython is an implementation of the Python programming language that runs on the Java platform and allows seamless integration with Java code and libraries.
  • E. Python core developers
    Python core developers are the group of trusted contributors responsible for designing, implementing, and maintaining the official Python language and its reference implementation.
  • 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: global interpreter lock (GIL)
Triple: [CPython, concurrencyFeature, global interpreter lock (GIL)]
Generated description
The global interpreter lock (GIL) is a CPython mechanism that ensures only one thread executes Python bytecode at a time, simplifying memory management but limiting true parallelism in multi-threaded programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: global interpreter lock (GIL)
Target entity description: The global interpreter lock (GIL) is a CPython mechanism that ensures only one thread executes Python bytecode at a time, simplifying memory management but limiting true parallelism in multi-threaded programs.
  • A. Stackless Python
    Stackless Python is an enhanced version of the Python interpreter that provides lightweight microthreads and improved concurrency support without relying on the C call stack.
  • B. Python reference implementation (CPython) chosen
    Python reference implementation (CPython) is the original and most widely used implementation of the Python programming language, written in C and serving as the de facto standard for Python behavior and compatibility.
  • C. Thread
    Thread is a low-power, IPv6-based wireless mesh networking protocol designed primarily for secure and reliable communication among smart home and IoT devices.
  • D. Jython
    Jython is an implementation of the Python programming language that runs on the Java platform and allows seamless integration with Java code and libraries.
  • E. Python core developers
    Python core developers are the group of trusted contributors responsible for designing, implementing, and maintaining the official Python language and its reference implementation.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: concurrencyFeature
Context triple: [CPython, concurrencyFeature, global interpreter lock (GIL)]
  • A. supportsFeature
    Indicates that one entity provides, enables, or is compatible with a particular feature or capability of another.
  • B. featuresSupporter
    Indicates that one entity serves as a supporter, advocate, or promoter of another entity or its cause.
  • C. languageFeature
    Indicates that one entity is a characteristic, property, or capability of a language associated with the other entity.
  • D. technologicalFeature chosen
    Indicates that one entity possesses, exhibits, or is characterized by a specific technological capability, component, or functionality in relation to another entity.
  • E. canConcurIn
    Indicates that one entity is able or permitted to agree with, coincide with, or participate jointly in the same event, decision, or condition as another entity.
  • F. None of above.

Provenance (6 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_69a2e8004cb88190b92ed1add6abf41a completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2ec8e655c819081eff85c0ef55fa5 completed Feb. 28, 2026, 1:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a413f275ac81908b6fd095a6d5a415 completed March 1, 2026, 10:24 a.m.
NEDg Description generation batch_69a41464d2a8819085ee2fc8a86a7628 completed March 1, 2026, 10:26 a.m.
NED2 Entity disambiguation (via description) batch_69a414a7aff08190ab54f4118cec790d completed March 1, 2026, 10:27 a.m.
PD Predicate disambiguation batch_69a2e96ee4ec8190a5c0e3f491d3963d completed Feb. 28, 2026, 1:11 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.