Triple
T18015929
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pandas Developers |
E430997
|
entity |
| Predicate | hasNotableMember |
P304
|
FINISHED |
| Object |
Wes McKinney
Wes McKinney is an American software developer and author best known as the original creator of the Python data analysis library pandas and a key figure in the open-source data science ecosystem.
|
E1300966
|
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: Wes McKinney | Statement: [Pandas Developers, hasNotableMember, Wes McKinney]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wes McKinney Context triple: [Pandas Developers, hasNotableMember, Wes McKinney]
-
A.
Patrick Volkerding
Patrick Volkerding is an American software engineer best known as the founder and long-time maintainer of the Slackware Linux distribution, one of the oldest surviving Linux distros.
-
B.
Kody Groves
Kody Groves is known as the brother of the late American singer-songwriter Cady Groves.
-
C.
Andrew Tridgell
Andrew Tridgell is an Australian computer programmer best known for creating the Samba software suite and contributing extensively to free and open-source software.
-
D.
Robert Kern
Robert Kern was an American film editor active during Hollywood’s classic studio era, known for his work on numerous prominent MGM productions.
-
E.
Nick Mathewson
Nick Mathewson is a computer scientist and software developer best known as a co-founder and core architect of the Tor anonymity network.
- 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: Wes McKinney Triple: [Pandas Developers, hasNotableMember, Wes McKinney]
Generated description
Wes McKinney is an American software developer and author best known as the original creator of the Python data analysis library pandas and a key figure in the open-source data science ecosystem.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wes McKinney Target entity description: Wes McKinney is an American software developer and author best known as the original creator of the Python data analysis library pandas and a key figure in the open-source data science ecosystem.
-
A.
Patrick Volkerding
Patrick Volkerding is an American software engineer best known as the founder and long-time maintainer of the Slackware Linux distribution, one of the oldest surviving Linux distros.
-
B.
Kody Groves
Kody Groves is known as the brother of the late American singer-songwriter Cady Groves.
-
C.
Andrew Tridgell
Andrew Tridgell is an Australian computer programmer best known for creating the Samba software suite and contributing extensively to free and open-source software.
-
D.
Robert Kern
Robert Kern was an American film editor active during Hollywood’s classic studio era, known for his work on numerous prominent MGM productions.
-
E.
Nick Mathewson
Nick Mathewson is a computer scientist and software developer best known as a co-founder and core architect of the Tor anonymity network.
- 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.