Triple
T17676991
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cloudflare Workers |
E440665
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Cloudflare KV
Cloudflare KV is a globally distributed, low-latency key-value storage service designed for edge applications running on Cloudflare’s network.
|
E1282510
|
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 KV | Statement: [Cloudflare Workers, integratesWith, Cloudflare KV]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cloudflare KV Context triple: [Cloudflare Workers, integratesWith, Cloudflare KV]
-
A.
KV8
KV8 is the rock-cut tomb in Egypt’s Valley of the Kings built for the 19th Dynasty pharaoh Merenptah, notable for its large scale and well-preserved reliefs.
-
B.
Cloudflare R2
Cloudflare R2 is a cloud object storage service designed to offer S3-compatible, globally distributed storage with zero egress fees.
-
C.
Skycouch
Skycouch is Air New Zealand’s reconfigurable economy-class seating system that converts a row of seats into a flat, couch-like surface for greater comfort on long-haul flights.
-
D.
Amazon ElastiCache
Amazon ElastiCache is a fully managed in-memory data store and caching service that improves application performance by enabling fast, sub-millisecond data retrieval.
-
E.
Azure Cache for Redis
Azure Cache for Redis is a fully managed, in-memory data store and cache service on Microsoft Azure based on the open-source Redis platform, used to improve application performance and scalability.
- 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 KV Triple: [Cloudflare Workers, integratesWith, Cloudflare KV]
Generated description
Cloudflare KV is a globally distributed, low-latency key-value storage service designed for edge applications running on Cloudflare’s network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cloudflare KV Target entity description: Cloudflare KV is a globally distributed, low-latency key-value storage service designed for edge applications running on Cloudflare’s network.
-
A.
KV8
KV8 is the rock-cut tomb in Egypt’s Valley of the Kings built for the 19th Dynasty pharaoh Merenptah, notable for its large scale and well-preserved reliefs.
-
B.
Cloudflare R2
Cloudflare R2 is a cloud object storage service designed to offer S3-compatible, globally distributed storage with zero egress fees.
-
C.
Skycouch
Skycouch is Air New Zealand’s reconfigurable economy-class seating system that converts a row of seats into a flat, couch-like surface for greater comfort on long-haul flights.
-
D.
Amazon ElastiCache
Amazon ElastiCache is a fully managed in-memory data store and caching service that improves application performance by enabling fast, sub-millisecond data retrieval.
-
E.
Azure Cache for Redis
Azure Cache for Redis is a fully managed, in-memory data store and cache service on Microsoft Azure based on the open-source Redis platform, used to improve application performance and scalability.
- 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.