Triple

T5452080
Position Surface form Disambiguated ID Type / Status
Subject Oracle product portfolio E122391 entity
Predicate includesProduct P3585 FINISHED
Object Oracle Engineered Systems
Oracle Engineered Systems are integrated hardware and software appliances optimized to run Oracle workloads with high performance, scalability, and simplified management.
 E490127 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 Engineered Systems | Statement: [Oracle product portfolio, includesProduct, Oracle Engineered Systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oracle Engineered Systems
Context triple: [Oracle product portfolio, includesProduct, Oracle Engineered Systems]
  • A. Oracle Exadata
    Oracle Exadata is an engineered database machine from Oracle that combines optimized hardware and software to deliver high-performance, scalable, and highly available Oracle Database deployments.
  • B. Oracle Corporation
    Oracle Corporation is a major American multinational technology company best known for its database software, cloud services, and enterprise software products.
  • 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 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.
  • E. 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.
  • 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 Engineered Systems
Triple: [Oracle product portfolio, includesProduct, Oracle Engineered Systems]
Generated description
Oracle Engineered Systems are integrated hardware and software appliances optimized to run Oracle workloads with high performance, scalability, and simplified management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oracle Engineered Systems
Target entity description: Oracle Engineered Systems are integrated hardware and software appliances optimized to run Oracle workloads with high performance, scalability, and simplified management.
  • A. Oracle Exadata chosen
    Oracle Exadata is an engineered database machine from Oracle that combines optimized hardware and software to deliver high-performance, scalable, and highly available Oracle Database deployments.
  • B. Oracle Corporation
    Oracle Corporation is a major American multinational technology company best known for its database software, cloud services, and enterprise software products.
  • 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 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.
  • E. 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.
  • 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_69bd46424248819085282ddf50a565f3 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91dfec248190af6f9c793a99c34c completed March 20, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf413d25008190b100c8297d6063b1 completed March 22, 2026, 1:09 a.m.
NEDg Description generation batch_69bf4535298081909a685913e04e1f30 completed March 22, 2026, 1:26 a.m.
NED2 Entity disambiguation (via description) batch_69bf4588353c8190b86cd968716e945c completed March 22, 2026, 1:27 a.m.
Created at: March 20, 2026, 2:08 p.m.