Triple
T17809014
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lee Holloway |
E444646
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Cloudflare security and performance stack |
—
|
NE NERFINISHED |
How this triple was built (2 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: Cloudflare security and performance stack | Statement: [Lee Holloway, notableWork, Cloudflare security and performance stack]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cloudflare security and performance stack Context triple: [Lee Holloway, notableWork, Cloudflare security and performance stack]
-
A.
Cloudflare
chosen
Cloudflare is a web infrastructure and security company best known for its global content delivery network (CDN), DDoS protection, and DNS services that help improve the performance and security of websites and internet applications.
-
B.
Fastly
Fastly is an American cloud computing company best known for its edge cloud platform and content delivery network (CDN) services that accelerate and secure web and application delivery.
-
C.
Zscaler
Zscaler is a cloud-based information security company known for providing secure access and zero-trust networking solutions to enterprises worldwide.
-
D.
Cloudflare Access
Cloudflare Access is a Zero Trust access control service that secures internal applications and resources by enforcing identity- and context-based authentication at Cloudflare’s edge.
-
E.
Cloud Armor
Cloud Armor is Google Cloud’s distributed web application firewall and DDoS protection service that helps secure applications and services from online attacks.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8b9f0de78819099395b14db75a8a6 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4887976e48190842840ef064dc772 |
completed | April 19, 2026, 7:47 a.m. |
Created at: April 10, 2026, 10:14 a.m.