Triple
T2313440
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Python core developers |
E51008
|
entity |
| Predicate | communicatesVia |
P2798
|
FINISHED |
| Object |
discuss.python.org
discuss.python.org is the official Discourse-based discussion forum for the Python programming language community, including core developers and users.
|
E255503
|
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: discuss.python.org | Statement: [Python core developers, communicatesVia, discuss.python.org]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: discuss.python.org Context triple: [Python core developers, communicatesVia, discuss.python.org]
-
A.
Python community
The Python community is the global network of developers, users, and contributors who collaboratively build, maintain, and advance the Python programming language and its ecosystem.
-
B.
Python Consortium
The Python Consortium was an early industry-backed organization that coordinated corporate support and development for the Python programming language before its role was taken over by the Python Software Foundation.
-
C.
Forum
Forum is an independent, avant-garde section of the Berlin International Film Festival that showcases experimental, innovative, and often politically engaged cinema from around the world.
-
D.
Python Steering Council
The Python Steering Council is the core governance body responsible for guiding the development and direction of the Python programming language.
-
E.
Foros
Foros is a coastal resort settlement on the southern shore of Crimea, known for its scenic cliffs, beaches, and the landmark Church of the Resurrection overlooking the Black Sea.
- 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: discuss.python.org Triple: [Python core developers, communicatesVia, discuss.python.org]
Generated description
discuss.python.org is the official Discourse-based discussion forum for the Python programming language community, including core developers and users.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: discuss.python.org Target entity description: discuss.python.org is the official Discourse-based discussion forum for the Python programming language community, including core developers and users.
-
A.
Python community
The Python community is the global network of developers, users, and contributors who collaboratively build, maintain, and advance the Python programming language and its ecosystem.
-
B.
Python Consortium
The Python Consortium was an early industry-backed organization that coordinated corporate support and development for the Python programming language before its role was taken over by the Python Software Foundation.
-
C.
Forum
Forum is an independent, avant-garde section of the Berlin International Film Festival that showcases experimental, innovative, and often politically engaged cinema from around the world.
-
D.
Python Steering Council
The Python Steering Council is the core governance body responsible for guiding the development and direction of the Python programming language.
-
E.
Foros
Foros is a coastal resort settlement on the southern shore of Crimea, known for its scenic cliffs, beaches, and the landmark Church of the Resurrection overlooking the Black Sea.
- 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_69a88b074b908190ae983dbca7757d88 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc61c1ef08190911d5f58c2e91189 |
completed | March 7, 2026, 6:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae895f5420819087b403e9772dce9a |
completed | March 9, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_69ae8af65eb88190b17d74e7411967cc |
completed | March 9, 2026, 8:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8ba02cec8190917c0e17d3fedb0e |
completed | March 9, 2026, 8:58 a.m. |
Created at: March 4, 2026, 7:49 p.m.