Triple
T20458836
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oracle JDeveloper |
E501865
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Oracle Cloud services
Oracle Cloud services is Oracle Corporation’s suite of cloud computing offerings providing infrastructure, platform, and software services for building, deploying, and managing applications and databases at scale.
|
E20633
|
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 services | Statement: [Oracle JDeveloper, integratesWith, Oracle Cloud services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oracle Cloud services Context triple: [Oracle JDeveloper, integratesWith, Oracle Cloud services]
-
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 databases
Oracle Cloud databases are managed, scalable database services on Oracle Cloud Infrastructure that provide enterprise-grade performance, security, and automation for running Oracle and other workloads in the cloud.
-
C.
Microsoft Azure Oracle Database Service
Microsoft Azure Oracle Database Service is a managed cloud offering that provides Oracle Database running on Oracle infrastructure integrated with Microsoft Azure, enabling enterprises to deploy and operate Oracle workloads within the Azure ecosystem.
-
D.
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.
-
E.
Oracle Cloud VMware Solution
Oracle Cloud VMware Solution is a managed cloud service that lets organizations run native VMware-based workloads on Oracle Cloud Infrastructure with full control over their VMware stack.
- 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 services Triple: [Oracle JDeveloper, integratesWith, Oracle Cloud services]
Generated description
Oracle Cloud services is Oracle Corporation’s suite of cloud computing offerings providing infrastructure, platform, and software services for building, deploying, and managing applications and databases at scale.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oracle Cloud services Target entity description: Oracle Cloud services is Oracle Corporation’s suite of cloud computing offerings providing infrastructure, platform, and software services for building, deploying, and managing applications and databases at scale.
-
A.
Oracle Cloud Infrastructure
chosen
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 databases
Oracle Cloud databases are managed, scalable database services on Oracle Cloud Infrastructure that provide enterprise-grade performance, security, and automation for running Oracle and other workloads in the cloud.
-
C.
Microsoft Azure Oracle Database Service
Microsoft Azure Oracle Database Service is a managed cloud offering that provides Oracle Database running on Oracle infrastructure integrated with Microsoft Azure, enabling enterprises to deploy and operate Oracle workloads within the Azure ecosystem.
-
D.
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.
-
E.
Oracle Cloud VMware Solution
Oracle Cloud VMware Solution is a managed cloud service that lets organizations run native VMware-based workloads on Oracle Cloud Infrastructure with full control over their VMware stack.
- 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_69e0b4ad4940819098cf2ff6413574e5 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e696a4652c8190acf79fa2e285e436 |
completed | April 20, 2026, 9:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a088b127b6481909cf69997329f620d |
completed | May 16, 2026, 3:19 p.m. |
| NEDg | Description generation | batch_6a088bf800e481908135d8f7ae36ad21 |
completed | May 16, 2026, 3:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a088c7e46e48190b890f319ba4f2492 |
completed | May 16, 2026, 3:25 p.m. |
Created at: April 16, 2026, 11:33 a.m.