Triple

T11655686
Position Surface form Disambiguated ID Type / Status
Subject DQS_MAIN E277006 entity
Predicate language P15 FINISHED
Object T-SQL
T-SQL (Transact-SQL) is Microsoft's proprietary extension of the SQL language used primarily for managing and querying data in SQL Server and Azure SQL databases.
 E941482 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: T-SQL | Statement: [DQS_MAIN, language, T-SQL]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: T-SQL
Context triple: [DQS_MAIN, language, T-SQL]
  • 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
    SQL (Structured Query Language) is a standardized programming language used to manage, query, and manipulate data in relational database management systems.
  • C. SQL Server programmability feature
    SQL Mail is a legacy Microsoft SQL Server feature that enables the database engine to send and receive email messages directly from Transact-SQL code using a MAPI-based mail client.
  • D. SQL Server Management Objects (SMO)
    SQL Server Management Objects (SMO) is a .NET-based object model that provides programmatic access for configuring, managing, and automating Microsoft SQL Server instances and their components.
  • E. 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.
  • 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: T-SQL
Triple: [DQS_MAIN, language, T-SQL]
Generated description
T-SQL (Transact-SQL) is Microsoft's proprietary extension of the SQL language used primarily for managing and querying data in SQL Server and Azure SQL databases.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: T-SQL
Target entity description: T-SQL (Transact-SQL) is Microsoft's proprietary extension of the SQL language used primarily for managing and querying data in SQL Server and Azure SQL databases.
  • 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
    SQL (Structured Query Language) is a standardized programming language used to manage, query, and manipulate data in relational database management systems.
  • C. SQL Server programmability feature
    SQL Mail is a legacy Microsoft SQL Server feature that enables the database engine to send and receive email messages directly from Transact-SQL code using a MAPI-based mail client.
  • D. SQL Server Management Objects (SMO)
    SQL Server Management Objects (SMO) is a .NET-based object model that provides programmatic access for configuring, managing, and automating Microsoft SQL Server instances and their components.
  • E. 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.
  • 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_69d8a3cee010819089cffdbefe5a6efb completed April 10, 2026, 7:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef82ce2904819094cf5be87fb14fca completed April 27, 2026, 3:37 p.m.
NEDg Description generation batch_69ef96ab29d48190b225504856007384 completed April 27, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69efd64bfa7081909715aa64d80fadf3 completed April 27, 2026, 9:34 p.m.
Created at: April 8, 2026, 9:39 p.m.