Triple

T2556571
Position Surface form Disambiguated ID Type / Status
Subject .NET Data Provider for SQL Server E56741 entity
Predicate exposesClass P32439 FINISHED
Object 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.
 E277026 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: SqlTransaction | Statement: [.NET Data Provider for SQL Server, exposesClass, SqlTransaction]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SqlTransaction
Context triple: [.NET Data Provider for SQL Server, exposesClass, SqlTransaction]
  • A. Jakarta Transactions
    Jakarta Transactions is the Jakarta EE specification that defines a standard API and infrastructure for managing distributed transactions in Java enterprise applications.
  • B. 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.
  • C. TXN
    TXN is the stock ticker symbol for Texas Instruments Incorporated, a major American technology company known for designing and manufacturing semiconductors and integrated circuits.
  • D. SQL
    SQL (Structured Query Language) is a standardized programming language used to manage, query, and manipulate data in relational database management systems.
  • E. SQLite
    SQLite is a lightweight, self-contained, serverless SQL database engine widely embedded in applications, operating systems, and devices.
  • 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: SqlTransaction
Triple: [.NET Data Provider for SQL Server, exposesClass, SqlTransaction]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: SqlTransaction
Target entity description: 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.
  • A. Jakarta Transactions
    Jakarta Transactions is the Jakarta EE specification that defines a standard API and infrastructure for managing distributed transactions in Java enterprise applications.
  • B. 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.
  • C. TXN
    TXN is the stock ticker symbol for Texas Instruments Incorporated, a major American technology company known for designing and manufacturing semiconductors and integrated circuits.
  • D. SQL
    SQL (Structured Query Language) is a standardized programming language used to manage, query, and manipulate data in relational database management systems.
  • E. SQLite
    SQLite is a lightweight, self-contained, serverless SQL database engine widely embedded in applications, operating systems, and devices.
  • 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_69ab4a4bfec081908039988ec4c86e28 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd8317b0481908d6d1436732253b2 completed March 7, 2026, 7:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5d1d937c8190ac6b7bb405a49c3c completed March 9, 2026, 11:51 p.m.
NEDg Description generation batch_69af5dc7ef4c81908581716c07dcae47 completed March 9, 2026, 11:54 p.m.
NED2 Entity disambiguation (via description) batch_69af5e66a39c81909a49c272cd595c84 completed March 9, 2026, 11:57 p.m.
Created at: March 6, 2026, 9:48 p.m.