Triple
T22322552
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zope Public License |
E551822
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
Zope Corporation
Zope Corporation is a software company best known for developing the Zope application server and related open-source web 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 Corporation | Statement: [Zope Public License, developedBy, Zope Corporation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zope Corporation Context triple: [Zope Public License, developedBy, Zope Corporation]
-
A.
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.
-
B.
Plone Foundation
The Plone Foundation is a nonprofit organization that oversees and supports the development, promotion, and legal stewardship of the open-source Plone content management system and its community.
-
C.
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.
-
D.
Inprise Corporation
Inprise Corporation was the temporary name used by software company Borland during a late-1990s rebranding focused on enterprise solutions.
-
E.
Canonical Ltd.
Canonical Ltd. is a UK-based software company best known as the creator and maintainer of the Ubuntu Linux operating system and related open-source 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 Corporation Triple: [Zope Public License, developedBy, Zope Corporation]
Generated description
Zope Corporation is a software company best known for developing the Zope application server and related open-source web technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zope Corporation Target entity description: Zope Corporation is a software company best known for developing the Zope application server and related open-source web technologies.
-
A.
Zope Foundation
chosen
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.
-
B.
Plone Foundation
The Plone Foundation is a nonprofit organization that oversees and supports the development, promotion, and legal stewardship of the open-source Plone content management system and its community.
-
C.
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.
-
D.
Inprise Corporation
Inprise Corporation was the temporary name used by software company Borland during a late-1990s rebranding focused on enterprise solutions.
-
E.
Canonical Ltd.
Canonical Ltd. is a UK-based software company best known as the creator and maintainer of the Ubuntu Linux operating system and related open-source technologies.
- 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_6a0ae05223588190b589f63e5c65f50d |
completed | May 18, 2026, 9:48 a.m. |
| NEDg | Description generation | batch_6a0ae1285bc88190a0d4eb0672f562ff |
completed | May 18, 2026, 9:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ae1913ccc8190b6ad98b8df636153 |
completed | May 18, 2026, 9:53 a.m. |
Created at: April 16, 2026, 8:42 p.m.