Triple
T17520259
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Project Jupyter |
E426663
|
entity |
| Predicate | develops |
P73
|
FINISHED |
| Object |
JupyterHub for multi-user notebooks
JupyterHub for multi-user notebooks is an open-source platform that lets organizations host and manage multi-user Jupyter notebook environments on shared infrastructure, providing each user with their own isolated workspace.
|
E1274328
|
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: JupyterHub for multi-user notebooks | Statement: [Project Jupyter, develops, JupyterHub for multi-user notebooks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: JupyterHub for multi-user notebooks Context triple: [Project Jupyter, develops, JupyterHub for multi-user notebooks]
-
A.
Jupyter Server
Jupyter Server is the backend application that manages and serves Jupyter notebooks, kernels, and related services for frontends like JupyterLab.
-
B.
JupyterLab
JupyterLab is a web-based interactive development environment for working with Jupyter notebooks, code, and data.
-
C.
Jupyter Notebook
Jupyter Notebook is an open-source web-based interactive computing environment that allows users to create and share documents containing live code, equations, visualizations, and narrative text.
-
D.
Project Jupyter
Project Jupyter is an open-source initiative that develops interactive computing tools and standards, most notably the Jupyter ecosystem for creating and sharing computational notebooks across multiple programming languages.
-
E.
Jupyter community
The Jupyter community is an open, collaborative group of developers, researchers, and educators who build and maintain the Jupyter ecosystem for interactive computing and data science.
- 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: JupyterHub for multi-user notebooks Triple: [Project Jupyter, develops, JupyterHub for multi-user notebooks]
Generated description
JupyterHub for multi-user notebooks is an open-source platform that lets organizations host and manage multi-user Jupyter notebook environments on shared infrastructure, providing each user with their own isolated workspace.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: JupyterHub for multi-user notebooks Target entity description: JupyterHub for multi-user notebooks is an open-source platform that lets organizations host and manage multi-user Jupyter notebook environments on shared infrastructure, providing each user with their own isolated workspace.
-
A.
Jupyter Server
Jupyter Server is the backend application that manages and serves Jupyter notebooks, kernels, and related services for frontends like JupyterLab.
-
B.
JupyterLab
JupyterLab is a web-based interactive development environment for working with Jupyter notebooks, code, and data.
-
C.
Jupyter Notebook
Jupyter Notebook is an open-source web-based interactive computing environment that allows users to create and share documents containing live code, equations, visualizations, and narrative text.
-
D.
Project Jupyter
Project Jupyter is an open-source initiative that develops interactive computing tools and standards, most notably the Jupyter ecosystem for creating and sharing computational notebooks across multiple programming languages.
-
E.
Jupyter community
The Jupyter community is an open, collaborative group of developers, researchers, and educators who build and maintain the Jupyter ecosystem for interactive computing and data science.
- 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_69d889de677081909b22d2657b1f0292 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e452d23cf08190925510344fa36f57 |
completed | April 19, 2026, 3:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01c94237d08190bb1f874735c87803 |
completed | May 11, 2026, 12:19 p.m. |
| NEDg | Description generation | batch_6a01cabea2b48190a690b17a88d45b40 |
completed | May 11, 2026, 12:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01cefa08f8819086cb86ce22193baa |
completed | May 11, 2026, 12:43 p.m. |
Created at: April 10, 2026, 5:49 a.m.