Triple
T22322654
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Z Object Publishing Environment |
E551824
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Zope Security Framework
Zope Security Framework is a component of the Zope application server that provides fine-grained, declarative security and access control for Python-based web applications.
|
E1531129
|
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 Security Framework | Statement: [Z Object Publishing Environment, hasComponent, Zope Security Framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zope Security Framework Context triple: [Z Object Publishing Environment, hasComponent, Zope Security Framework]
-
A.
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.
-
B.
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.
-
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 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.
-
E.
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.
- 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 Security Framework Triple: [Z Object Publishing Environment, hasComponent, Zope Security Framework]
Generated description
Zope Security Framework is a component of the Zope application server that provides fine-grained, declarative security and access control for Python-based web applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zope Security Framework Target entity description: Zope Security Framework is a component of the Zope application server that provides fine-grained, declarative security and access control for Python-based web applications.
-
A.
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.
-
B.
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.
-
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 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.
-
E.
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.
- 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.