Triple
T13425296
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Twilio |
E313463
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
John Wolthuis
John Wolthuis is a technology entrepreneur best known as one of the co-founders of the cloud communications platform company Twilio.
|
E1038752
|
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: John Wolthuis | Statement: [Twilio, foundedBy, John Wolthuis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Wolthuis Context triple: [Twilio, foundedBy, John Wolthuis]
-
A.
Robert Gribbroek
Robert Gribbroek was an American animation layout artist and background designer best known for his work on Warner Bros. cartoons during the Golden Age of American animation.
-
B.
Jan T. Kleyna
Jan T. Kleyna is an astronomer known for discovering outer irregular moons of Jupiter, including Taygete.
-
C.
Albert Wessels
Albert Wessels was a South African businessman best known for founding Toyota South Africa and helping establish the brand’s presence in the country.
-
D.
John Verhoogen
John Verhoogen was a prominent 20th-century geophysicist known for his influential work on the thermal and dynamic evolution of the Earth’s interior.
-
E.
Gerrit J. Dimmendaal
Gerrit J. Dimmendaal is a linguist known for his extensive work on African languages, particularly in historical-comparative linguistics and language classification.
- 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: John Wolthuis Triple: [Twilio, foundedBy, John Wolthuis]
Generated description
John Wolthuis is a technology entrepreneur best known as one of the co-founders of the cloud communications platform company Twilio.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Wolthuis Target entity description: John Wolthuis is a technology entrepreneur best known as one of the co-founders of the cloud communications platform company Twilio.
-
A.
Robert Gribbroek
Robert Gribbroek was an American animation layout artist and background designer best known for his work on Warner Bros. cartoons during the Golden Age of American animation.
-
B.
Jan T. Kleyna
Jan T. Kleyna is an astronomer known for discovering outer irregular moons of Jupiter, including Taygete.
-
C.
Albert Wessels
Albert Wessels was a South African businessman best known for founding Toyota South Africa and helping establish the brand’s presence in the country.
-
D.
John Verhoogen
John Verhoogen was a prominent 20th-century geophysicist known for his influential work on the thermal and dynamic evolution of the Earth’s interior.
-
E.
Gerrit J. Dimmendaal
Gerrit J. Dimmendaal is a linguist known for his extensive work on African languages, particularly in historical-comparative linguistics and language classification.
- 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_69d806ad0c44819088833ae1ec9e9690 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaed066408190a416880affd8416e |
completed | April 12, 2026, 2:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7308673488190a64f4b205899605b |
completed | May 3, 2026, 11:24 a.m. |
| NEDg | Description generation | batch_69f7316101e48190b3ec59a4376a0562 |
completed | May 3, 2026, 11:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f731f8e98c8190becfad8e3a371484 |
completed | May 3, 2026, 11:31 a.m. |
Created at: April 9, 2026, 9:40 p.m.