Triple
T22322725
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zope Page Templates |
E551825
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Zope Toolkit
Zope Toolkit is a collection of reusable, modular libraries and components for building web applications in the Zope and broader Python ecosystem.
|
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 Toolkit | Statement: [Zope Page Templates, partOf, Zope Toolkit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zope Toolkit Context triple: [Zope Page Templates, partOf, Zope Toolkit]
-
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 Component Architecture
Zope Component Architecture is a flexible, reusable component framework for Python that supports modular application development through explicit interfaces and adaptable components.
-
C.
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.
-
D.
Zope Foundation
The Zope Foundation is a non-profit organization that oversees the development, stewardship, and community support of the Zope open-source web application server and related technologies.
-
E.
Zope Page Templates
Zope Page Templates are an XML-based templating system used in the Zope web application server to generate dynamic web pages while separating presentation from application logic.
- 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 Toolkit Triple: [Zope Page Templates, partOf, Zope Toolkit]
Generated description
Zope Toolkit is a collection of reusable, modular libraries and components for building web applications in the Zope and broader Python ecosystem.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zope Toolkit Target entity description: Zope Toolkit is a collection of reusable, modular libraries and components for building web applications in the Zope and broader Python ecosystem.
-
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 Component Architecture
Zope Component Architecture is a flexible, reusable component framework for Python that supports modular application development through explicit interfaces and adaptable components.
-
C.
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.
-
D.
Zope Foundation
The Zope Foundation is a non-profit organization that oversees the development, stewardship, and community support of the Zope open-source web application server and related technologies.
-
E.
Zope Page Templates
Zope Page Templates are an XML-based templating system used in the Zope web application server to generate dynamic web pages while separating presentation from application logic.
- 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.