Triple

T5017009

Position	Surface form	Disambiguated ID	Type / Status
Subject	Oracle Cloud Infrastructure	`E112759`	entity
Predicate	supportsProduct	`P18380`	FINISHED
Object	Oracle Big Data Service Oracle Big Data Service is a managed cloud platform on Oracle Cloud Infrastructure for deploying, managing, and scaling big data and Hadoop-based analytics workloads.	`E486195`	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 Service | Statement: [Oracle Cloud Infrastructure, supportsProduct, Oracle Big Data Service]

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

Target entity: Oracle Big Data Service
Context triple: [Oracle Cloud Infrastructure, supportsProduct, Oracle Big Data Service]

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 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.
C. 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.
D. 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.
E. Snowflake Data Cloud
Snowflake Data Cloud is a cloud-native data platform that enables organizations to store, integrate, and analyze data at scale across multiple clouds with a unified, fully managed service.
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 Service
Triple: [Oracle Cloud Infrastructure, supportsProduct, Oracle Big Data Service]

Generated description

Oracle Big Data Service is a managed cloud platform on Oracle Cloud Infrastructure for deploying, managing, and scaling big data and Hadoop-based analytics workloads.

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

Target entity: Oracle Big Data Service
Target entity description: Oracle Big Data Service is a managed cloud platform on Oracle Cloud Infrastructure for deploying, managing, and scaling big data and Hadoop-based analytics workloads.

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 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.
C. 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.
D. 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.
E. Snowflake Data Cloud
Snowflake Data Cloud is a cloud-native data platform that enables organizations to store, integrate, and analyze data at scale across multiple clouds with a unified, fully managed service.
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.