Triple

T4443646
Position Surface form Disambiguated ID Type / Status
Subject Cloudflare E96228 entity
Predicate product P490 FINISHED
Object Cloudflare Spectrum
Cloudflare Spectrum is a Cloudflare service that extends the company’s DDoS protection, firewall, and performance optimizations to non-web TCP/UDP applications such as gaming, email, and SSH.
 E96228 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: Cloudflare Spectrum | Statement: [Cloudflare, product, Cloudflare Spectrum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cloudflare Spectrum
Context triple: [Cloudflare, product, Cloudflare Spectrum]
  • A. 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.
  • B. Zscaler
    Zscaler is a cloud-based information security company known for providing secure access and zero-trust networking solutions to enterprises worldwide.
  • C. CDN
    CDN is the ICAO airline designator formerly assigned to Canadian Airlines, a major now-defunct Canadian carrier.
  • D. Amazon CloudFront
    Amazon CloudFront is a content delivery network (CDN) service that securely delivers data, videos, applications, and APIs to users globally with low latency.
  • E. Google Fiber
    Google Fiber is a high-speed broadband internet and television service provider that offers gigabit fiber-optic connectivity to residential and business customers in select U.S. cities.
  • 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: Cloudflare Spectrum
Triple: [Cloudflare, product, Cloudflare Spectrum]
Generated description
Cloudflare Spectrum is a Cloudflare service that extends the company’s DDoS protection, firewall, and performance optimizations to non-web TCP/UDP applications such as gaming, email, and SSH.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cloudflare Spectrum
Target entity description: Cloudflare Spectrum is a Cloudflare service that extends the company’s DDoS protection, firewall, and performance optimizations to non-web TCP/UDP applications such as gaming, email, and SSH.
  • 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. Zscaler
    Zscaler is a cloud-based information security company known for providing secure access and zero-trust networking solutions to enterprises worldwide.
  • C. CDN
    CDN is the ICAO airline designator formerly assigned to Canadian Airlines, a major now-defunct Canadian carrier.
  • D. Amazon CloudFront
    Amazon CloudFront is a content delivery network (CDN) service that securely delivers data, videos, applications, and APIs to users globally with low latency.
  • E. Google Fiber
    Google Fiber is a high-speed broadband internet and television service provider that offers gigabit fiber-optic connectivity to residential and business customers in select U.S. cities.
  • F. None of above.

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_69b61382d00481908b7c84f337b5cad7 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b6177d1a588190991fddf506239d22 completed March 15, 2026, 2:20 a.m.
NED2 Entity disambiguation (via description) batch_69b61b6bc1448190b30d444a821bb1a5 completed March 15, 2026, 2:37 a.m.
Created at: March 12, 2026, 11:32 p.m.