Triple
T400673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Python Software Foundation |
E9272
|
entity |
| Predicate | supports |
P516
|
FINISHED |
| Object |
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.
|
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 US | Statement: [Python Software Foundation, supports, PyCon US]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PyCon US Context triple: [Python Software Foundation, supports, PyCon US]
-
A.
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.
-
B.
Eureka Conference
The Eureka Conference, better known as the Tehran Conference, was the 1943 World War II meeting where Roosevelt, Churchill, and Stalin coordinated Allied strategy and discussed plans for the postwar world.
-
C.
Google I/O 2015
Google I/O 2015 was Google’s annual developer conference held in 2015, where the company unveiled major products and updates across Android, web, and cloud platforms.
-
D.
Conference USA
Conference USA is an NCAA Division I collegiate athletic conference that organizes and governs intercollegiate sports competition among its member universities, primarily in the southern United States.
-
E.
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.
- 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 US Triple: [Python Software Foundation, supports, PyCon US]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PyCon US Target entity description: 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.
-
A.
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.
-
B.
Eureka Conference
The Eureka Conference, better known as the Tehran Conference, was the 1943 World War II meeting where Roosevelt, Churchill, and Stalin coordinated Allied strategy and discussed plans for the postwar world.
-
C.
Google I/O 2015
Google I/O 2015 was Google’s annual developer conference held in 2015, where the company unveiled major products and updates across Android, web, and cloud platforms.
-
D.
Conference USA
Conference USA is an NCAA Division I collegiate athletic conference that organizes and governs intercollegiate sports competition among its member universities, primarily in the southern United States.
-
E.
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.
- 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_69a2e8004cb88190b92ed1add6abf41a |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2ec8e655c819081eff85c0ef55fa5 |
completed | Feb. 28, 2026, 1:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4103f9f588190aabdf7f5d6422d09 |
completed | March 1, 2026, 10:09 a.m. |
| NEDg | Description generation | batch_69a410e5ba148190a7fe0ee9861fb334 |
completed | March 1, 2026, 10:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a41180ead48190a5edd2e66da413ba |
completed | March 1, 2026, 10:14 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.