Triple
T5017005
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oracle Cloud Infrastructure |
E112759
|
entity |
| Predicate | supportsProduct |
P18380
|
FINISHED |
| Object |
Oracle Data Flow
Oracle Data Flow is a fully managed, serverless Apache Spark service on Oracle Cloud Infrastructure for running large-scale data processing and analytics workloads without managing infrastructure.
|
E486192
|
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 Data Flow | Statement: [Oracle Cloud Infrastructure, supportsProduct, Oracle Data Flow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oracle Data Flow Context triple: [Oracle Cloud Infrastructure, supportsProduct, Oracle Data Flow]
-
A.
Oracle Data Integrator
Oracle Data Integrator is an Oracle ETL and data integration platform designed for high-performance data movement, transformation, and synchronization across heterogeneous systems.
-
B.
Oracle GoldenGate
Oracle GoldenGate is a real-time data integration and replication software product that enables high-availability, data migration, and continuous data capture across heterogeneous databases and platforms.
-
C.
Oracle Database
Oracle Database is a widely used enterprise relational database management system known for its scalability, reliability, and robust support for complex data workloads.
-
D.
Oracle Net Services
Oracle Net Services is Oracle's networking layer that enables communication and data exchange between Oracle databases and client applications across distributed environments.
-
E.
Oracle Data Guard
Oracle Data Guard is an Oracle Database feature that provides high availability, data protection, and disaster recovery through the management of standby databases.
- 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 Data Flow Triple: [Oracle Cloud Infrastructure, supportsProduct, Oracle Data Flow]
Generated description
Oracle Data Flow is a fully managed, serverless Apache Spark service on Oracle Cloud Infrastructure for running large-scale data processing and analytics workloads without managing infrastructure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oracle Data Flow Target entity description: Oracle Data Flow is a fully managed, serverless Apache Spark service on Oracle Cloud Infrastructure for running large-scale data processing and analytics workloads without managing infrastructure.
-
A.
Oracle Data Integrator
Oracle Data Integrator is an Oracle ETL and data integration platform designed for high-performance data movement, transformation, and synchronization across heterogeneous systems.
-
B.
Oracle GoldenGate
Oracle GoldenGate is a real-time data integration and replication software product that enables high-availability, data migration, and continuous data capture across heterogeneous databases and platforms.
-
C.
Oracle Database
Oracle Database is a widely used enterprise relational database management system known for its scalability, reliability, and robust support for complex data workloads.
-
D.
Oracle Net Services
Oracle Net Services is Oracle's networking layer that enables communication and data exchange between Oracle databases and client applications across distributed environments.
-
E.
Oracle Data Guard
Oracle Data Guard is an Oracle Database feature that provides high availability, data protection, and disaster recovery through the management of standby databases.
- 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_69bd4434acb8819086679dbeccc2fe54 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd734037a88190a950db814412a023 |
completed | March 20, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9278421c8190b142466c099c7d1c |
completed | March 21, 2026, 12:43 p.m. |
| NEDg | Description generation | batch_69be938580588190bec22c1e8f7f4028 |
completed | March 21, 2026, 12:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be942f29488190adfc096c8c5781ac |
completed | March 21, 2026, 12:50 p.m. |
Created at: March 20, 2026, 1:35 p.m.