Triple
T17676994
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cloudflare Workers |
E440665
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Cloudflare Queues
Cloudflare Queues is a managed message queuing service on Cloudflare’s edge platform that enables reliable, asynchronous processing of tasks and events at scale.
|
E1282512
|
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 Queues | Statement: [Cloudflare Workers, integratesWith, Cloudflare Queues]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cloudflare Queues Context triple: [Cloudflare Workers, integratesWith, Cloudflare Queues]
-
A.
Cloud Tasks
Cloud Tasks is a fully managed Google Cloud service for scheduling, dispatching, and managing asynchronous background tasks at scale.
-
B.
Amazon SQS
Amazon SQS is a fully managed message queuing service that enables decoupled, scalable communication between distributed application components in the cloud.
-
C.
Cloudflare Workers
Cloudflare Workers is a serverless computing platform that lets developers run JavaScript and other code at Cloudflare’s edge network to build fast, scalable applications without managing infrastructure.
-
D.
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.
-
E.
Quick Queue
Quick Queue is SeaWorld Orlando’s line-skipping virtual queue system that lets guests access participating attractions with reduced wait times.
- 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 Queues Triple: [Cloudflare Workers, integratesWith, Cloudflare Queues]
Generated description
Cloudflare Queues is a managed message queuing service on Cloudflare’s edge platform that enables reliable, asynchronous processing of tasks and events at scale.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cloudflare Queues Target entity description: Cloudflare Queues is a managed message queuing service on Cloudflare’s edge platform that enables reliable, asynchronous processing of tasks and events at scale.
-
A.
Cloud Tasks
Cloud Tasks is a fully managed Google Cloud service for scheduling, dispatching, and managing asynchronous background tasks at scale.
-
B.
Amazon SQS
Amazon SQS is a fully managed message queuing service that enables decoupled, scalable communication between distributed application components in the cloud.
-
C.
Cloudflare Workers
Cloudflare Workers is a serverless computing platform that lets developers run JavaScript and other code at Cloudflare’s edge network to build fast, scalable applications without managing infrastructure.
-
D.
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.
-
E.
Quick Queue
Quick Queue is SeaWorld Orlando’s line-skipping virtual queue system that lets guests access participating attractions with reduced wait times.
- 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_69d8b9e940b081908b862bb0e6e89b0d |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e46f6d9ab88190ab0e25eac8b0101c |
completed | April 19, 2026, 6 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a022325d6108190975082abcdb21ce1 |
completed | May 11, 2026, 6:42 p.m. |
| NEDg | Description generation | batch_6a022759531c8190a77c5dc4e3ccaee6 |
completed | May 11, 2026, 7 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0227ff79d881908ad190b2665bc63d |
completed | May 11, 2026, 7:03 p.m. |
Created at: April 10, 2026, 10:01 a.m.