Triple
T8247093
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ubuntu |
E192875
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
Mark Shuttleworth
Mark Shuttleworth is a South African entrepreneur and space tourist best known as the founder of Canonical Ltd., the company behind the Ubuntu operating system.
|
E721354
|
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: Mark Shuttleworth | Statement: [Ubuntu, founder, Mark Shuttleworth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mark Shuttleworth Context triple: [Ubuntu, founder, Mark Shuttleworth]
-
A.
Ken Shuttleworth
Ken Shuttleworth is a prominent British architect known for his innovative, high-profile contemporary buildings and as a co-founder of the architecture firm Make Architects.
-
B.
Charles Simonyi
Charles Simonyi is a Hungarian-American software engineer and entrepreneur best known for leading the development of Microsoft Office and later founding the software company Intentional Software.
-
C.
Robb Armstrong
Robb Armstrong is an American cartoonist best known as the creator of the long-running syndicated comic strip "JumpStart."
-
D.
Siddhartha Khosla
Siddhartha Khosla is an Emmy-nominated Indian-American composer and songwriter known for his television scores, including his acclaimed work on the series "Only Murders in the Building" and "This Is Us."
-
E.
Bill Joy
Bill Joy is an American computer scientist and software engineer best known as a co-founder of Sun Microsystems and a key developer of the Unix-based BSD operating system and the vi text editor.
- 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: Mark Shuttleworth Triple: [Ubuntu, founder, Mark Shuttleworth]
Generated description
Mark Shuttleworth is a South African entrepreneur and space tourist best known as the founder of Canonical Ltd., the company behind the Ubuntu operating system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mark Shuttleworth Target entity description: Mark Shuttleworth is a South African entrepreneur and space tourist best known as the founder of Canonical Ltd., the company behind the Ubuntu operating system.
-
A.
Ken Shuttleworth
Ken Shuttleworth is a prominent British architect known for his innovative, high-profile contemporary buildings and as a co-founder of the architecture firm Make Architects.
-
B.
Charles Simonyi
Charles Simonyi is a Hungarian-American software engineer and entrepreneur best known for leading the development of Microsoft Office and later founding the software company Intentional Software.
-
C.
Robb Armstrong
Robb Armstrong is an American cartoonist best known as the creator of the long-running syndicated comic strip "JumpStart."
-
D.
Siddhartha Khosla
Siddhartha Khosla is an Emmy-nominated Indian-American composer and songwriter known for his television scores, including his acclaimed work on the series "Only Murders in the Building" and "This Is Us."
-
E.
Bill Joy
Bill Joy is an American computer scientist and software engineer best known as a co-founder of Sun Microsystems and a key developer of the Unix-based BSD operating system and the vi text editor.
- 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_69ca82de7b8c81908d8106f8a53cff9b |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7875318c819095f971ba513c54fd |
completed | March 31, 2026, 7:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd3530ca148190a28761622d0cf663 |
completed | April 1, 2026, 3:09 p.m. |
| NEDg | Description generation | batch_69cd37a5d3bc8190801b1b0f09eee462 |
completed | April 1, 2026, 3:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd4ef034ec8190a4229b21e6088c79 |
completed | April 1, 2026, 4:59 p.m. |
Created at: March 30, 2026, 5:48 p.m.