Triple
T22322723
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zope Page Templates |
E551825
|
entity |
| Predicate | compatibleWith |
P203
|
FINISHED |
| Object |
Zope 3
Zope 3 is a component-based, object-oriented web application framework for Python that emphasizes reusable components and a robust, modular architecture.
|
E1531133
|
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 3 | Statement: [Zope Page Templates, compatibleWith, Zope 3]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zope 3 Context triple: [Zope Page Templates, compatibleWith, Zope 3]
-
A.
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.
-
B.
Zope Toolkit
Zope Toolkit is a collection of reusable, modular libraries and components for building web applications in the Zope and broader Python ecosystem.
-
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 Management Interface
The Zope Management Interface is a web-based administrative console used to configure, manage, and develop applications within the Zope application server environment.
-
E.
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.
- 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 3 Triple: [Zope Page Templates, compatibleWith, Zope 3]
Generated description
Zope 3 is a component-based, object-oriented web application framework for Python that emphasizes reusable components and a robust, modular architecture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zope 3 Target entity description: Zope 3 is a component-based, object-oriented web application framework for Python that emphasizes reusable components and a robust, modular architecture.
-
A.
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.
-
B.
Zope Toolkit
chosen
Zope Toolkit is a collection of reusable, modular libraries and components for building web applications in the Zope and broader Python ecosystem.
-
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 Management Interface
The Zope Management Interface is a web-based administrative console used to configure, manage, and develop applications within the Zope application server environment.
-
E.
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.
- F. None of above.
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_6a0b17cbf58481909f01faefd9c561b5 |
completed | May 18, 2026, 1:44 p.m. |
| NEDg | Description generation | batch_6a0b1854c7b081908651595a85843cdc |
completed | May 18, 2026, 1:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b18de8f34819093d0a0ca7adb6d8e |
completed | May 18, 2026, 1:49 p.m. |
Created at: April 16, 2026, 8:42 p.m.