Triple

T11656665
Position Surface form Disambiguated ID Type / Status
Subject SqlTransaction E277026 entity
Predicate inheritsFrom P3800 FINISHED
Object DbTransaction
DbTransaction is an abstract base class in ADO.NET that defines the core behavior and interface for database transaction implementations across different data providers.
E937655 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: DbTransaction | Statement: [SqlTransaction, inheritsFrom, DbTransaction]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DbTransaction
Context triple: [SqlTransaction, inheritsFrom, DbTransaction]
  • A. SqlTransaction
    SqlTransaction is a .NET class that represents a SQL Server database transaction, allowing you to commit or roll back a series of operations as a single unit of work.
  • B. EntityTransaction
    EntityTransaction is a Java Persistence API interface that manages the boundaries and lifecycle of resource-local transactions for entity managers.
  • C. Jakarta Transactions
    Jakarta Transactions is the Jakarta EE specification that defines a standard API and infrastructure for managing distributed transactions in Java enterprise applications.
  • D. DbConnection
    DbConnection is an abstract base class in ADO.NET that represents a connection to a data source, providing a common interface for database-specific connection implementations.
  • E. Java Transaction API
    Java Transaction API is a Java specification that provides a standard interface for managing distributed transactions across multiple resources in enterprise applications.
  • 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: DbTransaction
Triple: [SqlTransaction, inheritsFrom, DbTransaction]
Generated description
DbTransaction is an abstract base class in ADO.NET that defines the core behavior and interface for database transaction implementations across different data providers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DbTransaction
Target entity description: DbTransaction is an abstract base class in ADO.NET that defines the core behavior and interface for database transaction implementations across different data providers.
  • A. SqlTransaction
    SqlTransaction is a .NET class that represents a SQL Server database transaction, allowing you to commit or roll back a series of operations as a single unit of work.
  • B. EntityTransaction
    EntityTransaction is a Java Persistence API interface that manages the boundaries and lifecycle of resource-local transactions for entity managers.
  • C. Jakarta Transactions
    Jakarta Transactions is the Jakarta EE specification that defines a standard API and infrastructure for managing distributed transactions in Java enterprise applications.
  • D. DbConnection
    DbConnection is an abstract base class in ADO.NET that represents a connection to a data source, providing a common interface for database-specific connection implementations.
  • E. Java Transaction API
    Java Transaction API is a Java specification that provides a standard interface for managing distributed transactions across multiple resources in enterprise applications.
  • 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_69d6aafbb3c081908a9cdb4ecb8d981d completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a3d0331481909682b2e504e4c9a0 completed April 10, 2026, 7:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee88166900819095063f045be44bed completed April 26, 2026, 9:48 p.m.
NEDg Description generation batch_69eeb315ebc48190a0f6ff0dc8afd462 completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eecd954b348190bf2f3ad66acbf1b7 completed April 27, 2026, 2:44 a.m.
Created at: April 8, 2026, 9:39 p.m.