Triple
T4443618
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cloudflare |
E96228
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Michelle Zatlyn
Michelle Zatlyn is a Canadian entrepreneur and co-founder of Cloudflare, a major internet security and performance company, where she has served in key leadership roles helping to scale it globally.
|
E443552
|
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: Michelle Zatlyn | Statement: [Cloudflare, foundedBy, Michelle Zatlyn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michelle Zatlyn Context triple: [Cloudflare, foundedBy, Michelle Zatlyn]
-
A.
Jessica Szohr
Jessica Szohr is an American actress best known for her role as Vanessa Abrams on the television series "Gossip Girl" and later as a main cast member on the sci-fi comedy-drama "The Orville."
-
B.
Madeline Zima
Madeline Zima is an American actress best known for her roles in the television series "The Nanny," "Californication," and "Heroes."
-
C.
Vanessa Zima
Vanessa Zima is an American actress known for her roles in films such as "Ulee's Gold" and "The Brain."
-
D.
Alice Rivaz
Alice Rivaz was a Swiss novelist and short story writer known for her introspective, socially engaged portrayals of women's lives in 20th-century Switzerland.
-
E.
Karen Zariakas
Karen Zariakas is the central female protagonist in the 2019 neo-noir thriller film "Serenity," whose mysterious reappearance drives the plot’s psychological and moral conflicts.
- 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: Michelle Zatlyn Triple: [Cloudflare, foundedBy, Michelle Zatlyn]
Generated description
Michelle Zatlyn is a Canadian entrepreneur and co-founder of Cloudflare, a major internet security and performance company, where she has served in key leadership roles helping to scale it globally.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michelle Zatlyn Target entity description: Michelle Zatlyn is a Canadian entrepreneur and co-founder of Cloudflare, a major internet security and performance company, where she has served in key leadership roles helping to scale it globally.
-
A.
Jessica Szohr
Jessica Szohr is an American actress best known for her role as Vanessa Abrams on the television series "Gossip Girl" and later as a main cast member on the sci-fi comedy-drama "The Orville."
-
B.
Madeline Zima
Madeline Zima is an American actress best known for her roles in the television series "The Nanny," "Californication," and "Heroes."
-
C.
Vanessa Zima
Vanessa Zima is an American actress known for her roles in films such as "Ulee's Gold" and "The Brain."
-
D.
Alice Rivaz
Alice Rivaz was a Swiss novelist and short story writer known for her introspective, socially engaged portrayals of women's lives in 20th-century Switzerland.
-
E.
Karen Zariakas
Karen Zariakas is the central female protagonist in the 2019 neo-noir thriller film "Serenity," whose mysterious reappearance drives the plot’s psychological and moral conflicts.
- 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_69b345415ba481908df738e7174448ba |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b355b052688190a0d8e5912f82151c |
completed | March 13, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6376286e48190906874d67c730dc9 |
completed | March 15, 2026, 4:36 a.m. |
| NEDg | Description generation | batch_69b63834bacc8190b5d81723cabc2da7 |
completed | March 15, 2026, 4:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b638b105e88190a02c515a3416a026 |
completed | March 15, 2026, 4:42 a.m. |
Created at: March 12, 2026, 11:32 p.m.