Triple
T19434512
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oracle Big Data Service |
E486195
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Oracle Cloud Infrastructure Data Flow
Oracle Cloud Infrastructure Data Flow is a fully managed, serverless Apache Spark service for running large-scale data processing and analytics workloads in the Oracle Cloud.
|
E1376713
|
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: Oracle Cloud Infrastructure Data Flow | Statement: [Oracle Big Data Service, integratesWith, Oracle Cloud Infrastructure Data Flow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oracle Cloud Infrastructure Data Flow Context triple: [Oracle Big Data Service, integratesWith, Oracle Cloud Infrastructure Data Flow]
-
A.
Oracle Cloud Infrastructure
Oracle Cloud Infrastructure is Oracle Corporation’s suite of cloud computing services that provides scalable compute, storage, networking, and platform capabilities for enterprise workloads.
-
B.
Oracle Cloud Infrastructure Streaming
Oracle Cloud Infrastructure Streaming is a managed, scalable, and durable event streaming service for ingesting, storing, and processing high-volume, real-time data streams in the Oracle Cloud.
-
C.
Oracle Cloud Infrastructure FastConnect
Oracle Cloud Infrastructure FastConnect is a dedicated, private network connectivity service that provides high-bandwidth, low-latency links between on-premises environments and Oracle Cloud Infrastructure.
-
D.
Oracle Cloud Infrastructure Security Zones
Oracle Cloud Infrastructure Security Zones is a security service that enforces predefined best-practice policies to help organizations build and maintain secure, compliant cloud environments on Oracle Cloud.
-
E.
Oracle Cloud Infrastructure DevOps service
Oracle Cloud Infrastructure DevOps service is a managed continuous integration and continuous delivery (CI/CD) platform on Oracle Cloud that automates the building, testing, and deployment of applications to OCI resources.
- 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: Oracle Cloud Infrastructure Data Flow Triple: [Oracle Big Data Service, integratesWith, Oracle Cloud Infrastructure Data Flow]
Generated description
Oracle Cloud Infrastructure Data Flow is a fully managed, serverless Apache Spark service for running large-scale data processing and analytics workloads in the Oracle Cloud.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oracle Cloud Infrastructure Data Flow Target entity description: Oracle Cloud Infrastructure Data Flow is a fully managed, serverless Apache Spark service for running large-scale data processing and analytics workloads in the Oracle Cloud.
-
A.
Oracle Cloud Infrastructure
Oracle Cloud Infrastructure is Oracle Corporation’s suite of cloud computing services that provides scalable compute, storage, networking, and platform capabilities for enterprise workloads.
-
B.
Oracle Cloud Infrastructure Streaming
Oracle Cloud Infrastructure Streaming is a managed, scalable, and durable event streaming service for ingesting, storing, and processing high-volume, real-time data streams in the Oracle Cloud.
-
C.
Oracle Cloud Infrastructure FastConnect
Oracle Cloud Infrastructure FastConnect is a dedicated, private network connectivity service that provides high-bandwidth, low-latency links between on-premises environments and Oracle Cloud Infrastructure.
-
D.
Oracle Cloud Infrastructure Security Zones
Oracle Cloud Infrastructure Security Zones is a security service that enforces predefined best-practice policies to help organizations build and maintain secure, compliant cloud environments on Oracle Cloud.
-
E.
Oracle Cloud Infrastructure DevOps service
Oracle Cloud Infrastructure DevOps service is a managed continuous integration and continuous delivery (CI/CD) platform on Oracle Cloud that automates the building, testing, and deployment of applications to OCI resources.
- 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_69d8e8d7ad488190a3373045029b0f3b |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6335e8f7881909c8b28886521046e |
completed | April 20, 2026, 2:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a073b269ca481908ecc68cfdd4c5d61 |
completed | May 15, 2026, 3:26 p.m. |
| NEDg | Description generation | batch_6a073c0a02c8819080b0e71caf65e6fa |
completed | May 15, 2026, 3:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a073d0e92d48190880317263fe6e481 |
completed | May 15, 2026, 3:34 p.m. |
Created at: April 10, 2026, 1:37 p.m.