Triple
T18015908
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pandas Developers |
E430997
|
entity |
| Predicate | participatesIn |
P149
|
FINISHED |
| Object |
PyData conferences
PyData conferences are community-driven events focused on open-source data science tools and practices in the Python ecosystem, bringing together developers, users, and researchers to share knowledge and collaborate.
|
E1300965
|
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: PyData conferences | Statement: [Pandas Developers, participatesIn, PyData conferences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PyData conferences Context triple: [Pandas Developers, participatesIn, PyData 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.
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.
-
C.
Open Data Institute
The Open Data Institute is a UK-based non-profit organization that advocates for and supports the use of open data to drive innovation, improve governance, and benefit society.
-
D.
Open Data Lab
Open Data Lab is a World Wide Web Foundation initiative that supports the use of open data to drive social impact, innovation, and better governance, particularly in developing countries.
-
E.
KDnuggets
KDnuggets is a prominent online platform and newsletter focused on data science, machine learning, and analytics news, tutorials, and resources.
- 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: PyData conferences Triple: [Pandas Developers, participatesIn, PyData conferences]
Generated description
PyData conferences are community-driven events focused on open-source data science tools and practices in the Python ecosystem, bringing together developers, users, and researchers to share knowledge and collaborate.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PyData conferences Target entity description: PyData conferences are community-driven events focused on open-source data science tools and practices in the Python ecosystem, bringing together developers, users, and researchers to share knowledge and collaborate.
-
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.
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.
-
C.
Open Data Institute
The Open Data Institute is a UK-based non-profit organization that advocates for and supports the use of open data to drive innovation, improve governance, and benefit society.
-
D.
Open Data Lab
Open Data Lab is a World Wide Web Foundation initiative that supports the use of open data to drive social impact, innovation, and better governance, particularly in developing countries.
-
E.
KDnuggets
KDnuggets is a prominent online platform and newsletter focused on data science, machine learning, and analytics news, tutorials, and resources.
- 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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4b523f588819097389e067dda7f23 |
completed | April 19, 2026, 10:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a034324daec8190a9bbec1ad80c70f9 |
completed | May 12, 2026, 3:11 p.m. |
| NEDg | Description generation | batch_6a0343dc91688190ae8e2f051cefef85 |
completed | May 12, 2026, 3:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0344b6f4e081908ff2fbc7bfa4c4e1 |
completed | May 12, 2026, 3:18 p.m. |
Created at: April 10, 2026, 10:24 a.m.