Triple
T10828072
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Python visual identity |
E255542
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
PyCon conferences
PyCon conferences are the primary global gatherings for the Python programming community, featuring talks, tutorials, sprints, and networking for developers, educators, and enthusiasts.
|
E51021
|
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: PyCon conferences | Statement: [Python visual identity, associatedWith, PyCon conferences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PyCon conferences Context triple: [Python visual identity, associatedWith, PyCon conferences]
-
A.
PyCon US
PyCon US is the largest annual conference for the Python programming community in the United States, featuring talks, tutorials, sprints, and networking for developers and enthusiasts.
-
B.
PyCon Organizing Working Group
The PyCon Organizing Working Group is a volunteer committee responsible for planning, coordinating, and overseeing the annual PyCon conference for the Python community.
-
C.
EuroPython
EuroPython is one of the largest and longest-running annual conferences for the Python programming community in Europe, featuring talks, tutorials, and networking events for developers and enthusiasts.
-
D.
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.
-
E.
Perl conferences
Perl conferences are gatherings of developers and enthusiasts focused on the Perl programming language, featuring technical talks, workshops, and community networking.
- 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: PyCon conferences Triple: [Python visual identity, associatedWith, PyCon conferences]
Generated description
PyCon conferences are the primary global gatherings for the Python programming community, featuring talks, tutorials, sprints, and networking for developers, educators, and enthusiasts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PyCon conferences Target entity description: PyCon conferences are the primary global gatherings for the Python programming community, featuring talks, tutorials, sprints, and networking for developers, educators, and enthusiasts.
-
A.
PyCon US
chosen
PyCon US is the largest annual conference for the Python programming community in the United States, featuring talks, tutorials, sprints, and networking for developers and enthusiasts.
-
B.
PyCon Organizing Working Group
The PyCon Organizing Working Group is a volunteer committee responsible for planning, coordinating, and overseeing the annual PyCon conference for the Python community.
-
C.
EuroPython
EuroPython is one of the largest and longest-running annual conferences for the Python programming community in Europe, featuring talks, tutorials, and networking events for developers and enthusiasts.
-
D.
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.
-
E.
Perl conferences
Perl conferences are gatherings of developers and enthusiasts focused on the Perl programming language, featuring technical talks, workshops, and community networking.
- 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_69d6aa8081448190a9324184f2bd1c26 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d734d2b9f88190b79a7b168d7836c8 |
completed | April 9, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dff7c45f288190a5235b5d7000a32c |
completed | April 15, 2026, 8:40 p.m. |
| NEDg | Description generation | batch_69e0026e7900819087327db5f625169c |
completed | April 15, 2026, 9:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e0057a7704819096becb74dc261883 |
completed | April 15, 2026, 9:39 p.m. |
Created at: April 8, 2026, 9:19 p.m.