Triple
T4325897
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SciPy Developers |
E96632
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
NumFOCUS
NumFOCUS is a nonprofit organization that supports and promotes open-source scientific computing projects and the communities around them.
|
E430998
|
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: NumFOCUS | Statement: [SciPy Developers, associatedWith, NumFOCUS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NumFOCUS Context triple: [SciPy Developers, associatedWith, NumFOCUS]
-
A.
Open Source Initiative
The Open Source Initiative is a non-profit organization that promotes and protects open source software by defining the Open Source Definition and approving licenses that comply with it.
-
B.
Free Software Foundation
The Free Software Foundation is a nonprofit organization that promotes computer users' freedom and defends the rights of all software users through advocacy, licensing, and development of free software.
-
C.
Linux Foundation
The Linux Foundation is a nonprofit consortium that supports and promotes the growth of the Linux operating system and other open-source software projects through collaboration, funding, and industry partnerships.
-
D.
Free Software Foundation Europe
Free Software Foundation Europe is a non-profit organization that promotes and defends free and open source software, digital rights, and user freedoms across Europe.
-
E.
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.
- 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: NumFOCUS Triple: [SciPy Developers, associatedWith, NumFOCUS]
Generated description
NumFOCUS is a nonprofit organization that supports and promotes open-source scientific computing projects and the communities around them.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NumFOCUS Target entity description: NumFOCUS is a nonprofit organization that supports and promotes open-source scientific computing projects and the communities around them.
-
A.
Open Source Initiative
The Open Source Initiative is a non-profit organization that promotes and protects open source software by defining the Open Source Definition and approving licenses that comply with it.
-
B.
Free Software Foundation
The Free Software Foundation is a nonprofit organization that promotes computer users' freedom and defends the rights of all software users through advocacy, licensing, and development of free software.
-
C.
Linux Foundation
The Linux Foundation is a nonprofit consortium that supports and promotes the growth of the Linux operating system and other open-source software projects through collaboration, funding, and industry partnerships.
-
D.
Free Software Foundation Europe
Free Software Foundation Europe is a non-profit organization that promotes and defends free and open source software, digital rights, and user freedoms across Europe.
-
E.
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.
- 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3513020f481909ff2fec3934f3002 |
completed | March 12, 2026, 11:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d09861a4819086a88bb42a8ea2e4 |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d11a30a08190b9f58fadd2415559 |
completed | March 14, 2026, 9:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d194975481908b029ab106223c6c |
completed | March 14, 2026, 9:22 p.m. |
Created at: March 12, 2026, 11:13 p.m.