Triple

T32714001
Position Surface form Disambiguated ID Type / Status
Subject javax.transaction.Transaction E836471 entity
Predicate instanceOf P0 FINISHED
Object transactional context abstraction C23816 CONCEPT FINISHED

How this triple was built (1 step)

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.

CD Concept disambiguation gpt-5-mini-2025-08-07
Target class: transactional context abstraction
Context triple: [javax.transaction.Transaction, instanceOf, transactional context abstraction]
  • A. transaction manipulation utility
    A transaction manipulation utility is a tool or component that creates, inspects, modifies, and validates transactional data or operations while preserving consistency and integrity constraints.
  • B. transaction processing system
    A transaction processing system is a software and hardware solution that reliably captures, validates, and records business transactions in real time while ensuring data integrity, consistency, and recoverability.
  • C. abstraction layer chosen
    An abstraction layer is a conceptual class that hides the complexity of underlying systems or components by providing a simplified, uniform interface for higher-level operations.
  • D. business transaction
    A business transaction is an economic event involving the exchange of goods, services, or assets between parties that can be measured in monetary terms and recorded in an organization's financial records.
  • E. core abstraction in Apache Flink
    A core abstraction in Apache Flink is a fundamental programming or data model construct (such as DataStream or DataSet) that represents distributed data and the operations applied to it, enabling scalable, fault-tolerant stream and batch processing.
  • F. None of above.

Provenance (1 batch)

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_69f3493446148190819541f3ffe79975 completed April 30, 2026, 12:21 p.m.
Created at: May 1, 2026, 1:11 a.m.