Triple
T17677001
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cloudflare Workers |
E440665
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object | Cloudflare Zero Trust |
—
|
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: Cloudflare Zero Trust | Statement: [Cloudflare Workers, integratesWith, Cloudflare Zero Trust]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cloudflare Zero Trust Context triple: [Cloudflare Workers, integratesWith, Cloudflare Zero Trust]
-
A.
Zscaler
Zscaler is a cloud-based information security company known for providing secure access and zero-trust networking solutions to enterprises worldwide.
-
B.
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.
-
C.
Cloudflare
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.
-
D.
Cisco Tetration (Secure Workload)
Cisco Tetration (Secure Workload) is a data center and cloud workload protection platform that provides deep visibility, segmentation, and security policy enforcement for applications across hybrid environments.
-
E.
Security Edge Protection Proxy
Security Edge Protection Proxy is a 5G core network function that secures and controls signaling and data traffic at the network’s perimeter, enabling trusted interconnection between different 5G networks and domains.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cloudflare Zero Trust Target entity description: Cloudflare Zero Trust is a security platform that protects applications, networks, and users by enforcing identity- and context-based access controls without relying on traditional VPNs.
-
A.
Zscaler
Zscaler is a cloud-based information security company known for providing secure access and zero-trust networking solutions to enterprises worldwide.
-
B.
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.
-
C.
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.
-
D.
Cisco Tetration (Secure Workload)
Cisco Tetration (Secure Workload) is a data center and cloud workload protection platform that provides deep visibility, segmentation, and security policy enforcement for applications across hybrid environments.
-
E.
Security Edge Protection Proxy
Security Edge Protection Proxy is a 5G core network function that secures and controls signaling and data traffic at the network’s perimeter, enabling trusted interconnection between different 5G networks and domains.
- F. None of above.
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_69d8b9e940b081908b862bb0e6e89b0d |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e46f6d9ab88190ab0e25eac8b0101c |
completed | April 19, 2026, 6 a.m. |
Created at: April 10, 2026, 10:01 a.m.