Triple

T2417391
Position Surface form Disambiguated ID Type / Status
Subject PEP 695 E52336 entity
Predicate affects P9 FINISHED
Object Python generic class definitions
Python generic class definitions are type-parameterized class constructs that enable writing reusable, type-safe classes using Python’s static type system.
E265439 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: Python generic class definitions | Statement: [PEP 695, affects, Python generic class definitions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Python generic class definitions
Context triple: [PEP 695, affects, Python generic class definitions]
  • A. Autoclass
    Autoclass is a power management feature in Ethernet networks that dynamically adjusts Power over Ethernet (PoE) allocation based on the actual power consumption of connected devices.
  • B. Class
    Class is a British science fiction television series set in the Doctor Who universe, focusing on a group of students at Coal Hill Academy who face alien threats and personal challenges.
  • C. Common Type System
    The Common Type System is a core component of the .NET architecture that defines how data types are declared, used, and managed across different .NET languages to ensure interoperability and type safety.
  • D. Daring class
    The Daring class was a group of post–World War II Royal Navy destroyers designed as fast, heavily armed fleet escorts with advanced anti-aircraft and anti-submarine capabilities.
  • E. Objectory
    Objectory is an object-oriented software development methodology created by Ivar Jacobson that introduced use cases and significantly shaped modern modeling approaches later incorporated into UML.
  • 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: Python generic class definitions
Triple: [PEP 695, affects, Python generic class definitions]
Generated description
Python generic class definitions are type-parameterized class constructs that enable writing reusable, type-safe classes using Python’s static type system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Python generic class definitions
Target entity description: Python generic class definitions are type-parameterized class constructs that enable writing reusable, type-safe classes using Python’s static type system.
  • A. Autoclass
    Autoclass is a power management feature in Ethernet networks that dynamically adjusts Power over Ethernet (PoE) allocation based on the actual power consumption of connected devices.
  • B. Class
    Class is a British science fiction television series set in the Doctor Who universe, focusing on a group of students at Coal Hill Academy who face alien threats and personal challenges.
  • C. Common Type System
    The Common Type System is a core component of the .NET architecture that defines how data types are declared, used, and managed across different .NET languages to ensure interoperability and type safety.
  • D. Daring class
    The Daring class was a group of post–World War II Royal Navy destroyers designed as fast, heavily armed fleet escorts with advanced anti-aircraft and anti-submarine capabilities.
  • E. Objectory
    Objectory is an object-oriented software development methodology created by Ivar Jacobson that introduced use cases and significantly shaped modern modeling approaches later incorporated into UML.
  • 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_69ab495622948190bc6bc6e4cddaf645 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc94eafd481909eeff689e5bf5960 completed March 7, 2026, 6:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf4dcf6c8190a51f26af7e7a9b9c completed March 9, 2026, 12:38 p.m.
NEDg Description generation batch_69aec2b3291c8190966344cd20963660 completed March 9, 2026, 12:53 p.m.
NED2 Entity disambiguation (via description) batch_69aec30f9ef481909b83f3cf9fd6e998 completed March 9, 2026, 12:54 p.m.
Created at: March 6, 2026, 9:42 p.m.