Triple

T22322473
Position Surface form Disambiguated ID Type / Status
Subject zope.interface E551820 entity
Predicate providesClass P32439 FINISHED
Object zope.interface.adapter.AdapterRegistry
zope.interface.adapter.AdapterRegistry is a core Zope component that manages and looks up adapters, mapping interfaces and objects to their corresponding adapter implementations.
 E1531126 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: zope.interface.adapter.AdapterRegistry | Statement: [zope.interface, providesClass, zope.interface.adapter.AdapterRegistry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: zope.interface.adapter.AdapterRegistry
Context triple: [zope.interface, providesClass, zope.interface.adapter.AdapterRegistry]
  • A. zope.interface
    zope.interface is a Python package that provides a formal system for defining, declaring, and querying interfaces, widely used to support component-based architectures and adaptation.
  • B. Zope Component Architecture integration
    Zope Component Architecture integration is a system that brings Zope’s flexible component and adapter patterns into other Python frameworks to enable modular, pluggable application design.
  • C. Zope Component Architecture
    Zope Component Architecture is a flexible, reusable component framework for Python that supports modular application development through explicit interfaces and adaptable components.
  • D. Zope
    Zope is an open-source web application server and framework for the Python programming language, known for pioneering object publishing and component-based web development.
  • E. Adapter
    Adapter is a structural design pattern that allows incompatible interfaces to work together by converting the interface of one class into an interface expected by clients.
  • 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: zope.interface.adapter.AdapterRegistry
Triple: [zope.interface, providesClass, zope.interface.adapter.AdapterRegistry]
Generated description
zope.interface.adapter.AdapterRegistry is a core Zope component that manages and looks up adapters, mapping interfaces and objects to their corresponding adapter implementations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: zope.interface.adapter.AdapterRegistry
Target entity description: zope.interface.adapter.AdapterRegistry is a core Zope component that manages and looks up adapters, mapping interfaces and objects to their corresponding adapter implementations.
  • A. zope.interface
    zope.interface is a Python package that provides a formal system for defining, declaring, and querying interfaces, widely used to support component-based architectures and adaptation.
  • B. Zope Component Architecture integration
    Zope Component Architecture integration is a system that brings Zope’s flexible component and adapter patterns into other Python frameworks to enable modular, pluggable application design.
  • C. Zope Component Architecture
    Zope Component Architecture is a flexible, reusable component framework for Python that supports modular application development through explicit interfaces and adaptable components.
  • D. Zope
    Zope is an open-source web application server and framework for the Python programming language, known for pioneering object publishing and component-based web development.
  • E. Adapter
    Adapter is a structural design pattern that allows incompatible interfaces to work together by converting the interface of one class into an interface expected by clients.
  • 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_69e11e482f788190b78d1588fc26d606 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15765a004819081dcdccbfd0efea7 completed April 29, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ad51df24881908b67adcb29b62d7c completed May 18, 2026, 9 a.m.
NEDg Description generation batch_6a0ad992b43c8190b0e409d64db83308 completed May 18, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0adac48bec8190989dd7c5e28d283a completed May 18, 2026, 9:24 a.m.
Created at: April 16, 2026, 8:42 p.m.