Triple
T5838865
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zope |
E129541
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object |
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.
|
E551830
|
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 Foundation | Statement: [Zope, maintainedBy, Zope Foundation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zope Foundation Context triple: [Zope, maintainedBy, Zope Foundation]
-
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.
Django Software Foundation
The Django Software Foundation is a non-profit organization that supports and promotes the development and community of the Django web framework.
-
C.
Python Software Foundation
The Python Software Foundation is a non-profit organization that manages the development, licensing, and community support of the Python programming language.
-
D.
Mozilla Foundation
The Mozilla Foundation is a nonprofit organization best known for promoting an open and accessible internet and stewarding projects like the Firefox web browser and the JavaScript language’s early development.
-
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 Foundation Triple: [Zope, maintainedBy, Zope Foundation]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zope Foundation Target entity description: 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.
-
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.
Django Software Foundation
The Django Software Foundation is a non-profit organization that supports and promotes the development and community of the Django web framework.
-
C.
Python Software Foundation
The Python Software Foundation is a non-profit organization that manages the development, licensing, and community support of the Python programming language.
-
D.
Mozilla Foundation
The Mozilla Foundation is a nonprofit organization best known for promoting an open and accessible internet and stewarding projects like the Firefox web browser and the JavaScript language’s early development.
-
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
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_69c0084af79c81908af128ccc29983d0 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c034a852f88190a5d2c4b24ee17491 |
completed | March 22, 2026, 6:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a19e4ec4819099fa5c6fe9a6a257 |
completed | March 23, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69c0a572f52481908fc4f2a833fd8edf |
completed | March 23, 2026, 2:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0a5d17d5c8190a5fe816d29400894 |
completed | March 23, 2026, 2:30 a.m. |
Created at: March 22, 2026, 3:54 p.m.