Triple
T17676933
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cloudflare, Inc. |
E440664
|
entity |
| Predicate | COO |
P128530
|
FINISHED |
| Object | Michelle Zatlyn |
—
|
NE NERFINISHED |
How this triple was built (3 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, Inc., COO, Michelle Zatlyn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michelle Zatlyn Context triple: [Cloudflare, Inc., COO, Michelle Zatlyn]
-
A.
Michelle Zatlyn
chosen
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.
-
B.
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."
-
C.
Risa Zaitschek
Risa Zaitschek is a visual artist and designer best known for creating the cover art for Neil Young’s album "Rust Never Sleeps."
-
D.
Madeline Zima
Madeline Zima is an American actress best known for her roles in the television series "The Nanny," "Californication," and "Heroes."
-
E.
Emiley Zalesky
Emiley Zalesky is known as the wife of American conductor Keith Lockhart, longtime music director of the Boston Pops Orchestra.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: COO Context triple: [Cloudflare, Inc., COO, Michelle Zatlyn]
-
A.
coCEOOf
Indicates that a person jointly holds the position of chief executive officer of an organization together with one or more other individuals.
-
B.
coalitionLed
Indicates that one entity serves as the primary leader or organizer of a coalition composed of multiple entities.
-
C.
coLeaderWith
Indicates that two or more entities share a joint leadership role or position with equal or comparable authority.
-
D.
coChairpersonOf
Indicates that a person serves jointly with one or more others as the chairperson of a group, organization, or committee.
-
E.
coordina
Indicates that one entity organizes, directs, or harmonizes the actions or efforts of another entity or group toward a common goal.
- F. None of above. chosen
Provenance (4 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_69d8b9e940b081908b862bb0e6e89b0d |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e46f6d9ab88190ab0e25eac8b0101c |
completed | April 19, 2026, 6 a.m. |
| PD | Predicate disambiguation | batch_69e3cde007d8819090dd92eea9f022cc |
completed | April 18, 2026, 6:30 p.m. |
| PDg | Predicate description generation | batch_69e3cfaac2b881909e1140339eb1a0dd |
completed | April 18, 2026, 6:38 p.m. |
Created at: April 10, 2026, 10:01 a.m.