Triple

T5017328

Position	Surface form	Disambiguated ID	Type / Status
Subject	Oracle Data Integrator	`E112765`	entity
Predicate	supports	`P516`	FINISHED
Object	Oracle Big Data Appliance Oracle Big Data Appliance is an engineered hardware and software system from Oracle designed to run large-scale big data workloads, typically integrating Hadoop, NoSQL, and Oracle technologies for high-performance analytics.	`E486208`	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 Big Data Appliance | Statement: [Oracle Data Integrator, supports, Oracle Big Data Appliance]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Oracle Big Data Appliance
Context triple: [Oracle Data Integrator, supports, Oracle Big Data Appliance]

A. Oracle Exadata Cloud Service
Oracle Exadata Cloud Service is a managed cloud platform that delivers high-performance Oracle Database workloads on optimized Exadata infrastructure within Oracle Cloud Infrastructure.
B. Oracle Autonomous Transaction Processing
Oracle Autonomous Transaction Processing is a cloud-based, self-driving database service from Oracle designed to automate tuning, scaling, security, and patching for high-performance transactional workloads.
C. Oracle Autonomous Data Warehouse
Oracle Autonomous Data Warehouse is a fully managed, cloud-based data warehouse service from Oracle that uses automation and machine learning to handle provisioning, tuning, scaling, and security for analytics workloads.
D. 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.
E. Oracle Real Application Clusters (RAC)
Oracle Real Application Clusters (RAC) is an Oracle Database option that enables multiple servers to run a single database simultaneously for high availability, scalability, and fault tolerance.
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 Big Data Appliance
Triple: [Oracle Data Integrator, supports, Oracle Big Data Appliance]

Generated description

Oracle Big Data Appliance is an engineered hardware and software system from Oracle designed to run large-scale big data workloads, typically integrating Hadoop, NoSQL, and Oracle technologies for high-performance analytics.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Oracle Big Data Appliance
Target entity description: Oracle Big Data Appliance is an engineered hardware and software system from Oracle designed to run large-scale big data workloads, typically integrating Hadoop, NoSQL, and Oracle technologies for high-performance analytics.

A. Oracle Exadata Cloud Service
Oracle Exadata Cloud Service is a managed cloud platform that delivers high-performance Oracle Database workloads on optimized Exadata infrastructure within Oracle Cloud Infrastructure.
B. Oracle Autonomous Transaction Processing
Oracle Autonomous Transaction Processing is a cloud-based, self-driving database service from Oracle designed to automate tuning, scaling, security, and patching for high-performance transactional workloads.
C. Oracle Autonomous Data Warehouse
Oracle Autonomous Data Warehouse is a fully managed, cloud-based data warehouse service from Oracle that uses automation and machine learning to handle provisioning, tuning, scaling, and security for analytics workloads.
D. 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.
E. Oracle Real Application Clusters (RAC)
Oracle Real Application Clusters (RAC) is an Oracle Database option that enables multiple servers to run a single database simultaneously for high availability, scalability, and fault tolerance.
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.