Triple

T2556239
Position Surface form Disambiguated ID Type / Status
Subject SQL Server Management Studio E56734 entity
Predicate supportsAuthentication P203 FINISHED
Object SQL Server Authentication
SQL Server Authentication is a SQL Server login method that uses credentials stored and validated by the database engine itself rather than relying on Windows accounts.
 E277020 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: SQL Server Authentication | Statement: [SQL Server Management Studio, supportsAuthentication, SQL Server Authentication]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SQL Server Authentication
Context triple: [SQL Server Management Studio, supportsAuthentication, SQL Server Authentication]
  • A. SQL Server
    SQL Server is Microsoft's enterprise-grade relational database management system used for storing, managing, and analyzing data in a wide range of applications.
  • B. SQL Server Management Studio
    SQL Server Management Studio is a graphical administration and development environment used to configure, manage, and query Microsoft SQL Server databases.
  • C. Azure SQL Database
    Azure SQL Database is Microsoft’s fully managed, cloud-based relational database service built on SQL Server technology for scalable, secure data storage and processing.
  • D. Azure SQL Managed Instance
    Azure SQL Managed Instance is a fully managed, cloud-based deployment option in Microsoft Azure that provides near 100% compatibility with on-premises SQL Server while offering automated management, scaling, and high availability.
  • E. SQL Server Data Tools
    SQL Server Data Tools is an integrated development environment within Visual Studio for designing, developing, debugging, and deploying SQL Server and Azure SQL databases and related business intelligence solutions.
  • 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: SQL Server Authentication
Triple: [SQL Server Management Studio, supportsAuthentication, SQL Server Authentication]
Generated description
SQL Server Authentication is a SQL Server login method that uses credentials stored and validated by the database engine itself rather than relying on Windows accounts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: SQL Server Authentication
Target entity description: SQL Server Authentication is a SQL Server login method that uses credentials stored and validated by the database engine itself rather than relying on Windows accounts.
  • A. SQL Server
    SQL Server is Microsoft's enterprise-grade relational database management system used for storing, managing, and analyzing data in a wide range of applications.
  • B. SQL Server Management Studio
    SQL Server Management Studio is a graphical administration and development environment used to configure, manage, and query Microsoft SQL Server databases.
  • C. Azure SQL Database
    Azure SQL Database is Microsoft’s fully managed, cloud-based relational database service built on SQL Server technology for scalable, secure data storage and processing.
  • D. Azure SQL Managed Instance
    Azure SQL Managed Instance is a fully managed, cloud-based deployment option in Microsoft Azure that provides near 100% compatibility with on-premises SQL Server while offering automated management, scaling, and high availability.
  • E. SQL Server Data Tools
    SQL Server Data Tools is an integrated development environment within Visual Studio for designing, developing, debugging, and deploying SQL Server and Azure SQL databases and related business intelligence solutions.
  • 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_69abd30eec988190810346bb8b6cb489 completed March 7, 2026, 7:26 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.