Triple

T2880560
Position Surface form Disambiguated ID Type / Status
Subject SQL Server Profiler E56985 entity
Predicate recommendedReplacement P28179 FINISHED
Object Extended Events
Extended Events is a lightweight, highly scalable event-handling and monitoring framework in SQL Server used for performance troubleshooting and diagnostics.
 E307901 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: Extended Events | Statement: [SQL Server Profiler, recommendedReplacement, Extended Events]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Extended Events
Context triple: [SQL Server Profiler, recommendedReplacement, Extended Events]
  • A. SQL Server Profiler
    SQL Server Profiler is a graphical tool for monitoring, tracing, and analyzing SQL Server database engine events in real time to help with performance tuning and troubleshooting.
  • B. SQL Server Management Data Warehouse
    SQL Server Management Data Warehouse is a SQL Server feature that collects, stores, and reports performance and configuration data from managed servers to support monitoring and analysis.
  • C. Dynamic Management Views (DMVs)
    Dynamic Management Views (DMVs) are specialized system views in SQL Server that expose real-time internal state and performance data to help monitor, diagnose, and tune the database engine and its features.
  • D. Azure Event Hubs
    Azure Event Hubs is a fully managed, real-time data ingestion and streaming platform on Microsoft Azure designed to handle millions of events per second for analytics and processing.
  • E. Database Tuning Advisor
    Database Tuning Advisor is a SQL Server tool that analyzes workloads and recommends optimal indexes, indexed views, and partitioning strategies to improve database performance.
  • 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: Extended Events
Triple: [SQL Server Profiler, recommendedReplacement, Extended Events]
Generated description
Extended Events is a lightweight, highly scalable event-handling and monitoring framework in SQL Server used for performance troubleshooting and diagnostics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Extended Events
Target entity description: Extended Events is a lightweight, highly scalable event-handling and monitoring framework in SQL Server used for performance troubleshooting and diagnostics.
  • A. SQL Server Profiler
    SQL Server Profiler is a graphical tool for monitoring, tracing, and analyzing SQL Server database engine events in real time to help with performance tuning and troubleshooting.
  • B. SQL Server Management Data Warehouse
    SQL Server Management Data Warehouse is a SQL Server feature that collects, stores, and reports performance and configuration data from managed servers to support monitoring and analysis.
  • C. Dynamic Management Views (DMVs)
    Dynamic Management Views (DMVs) are specialized system views in SQL Server that expose real-time internal state and performance data to help monitor, diagnose, and tune the database engine and its features.
  • D. Azure Event Hubs
    Azure Event Hubs is a fully managed, real-time data ingestion and streaming platform on Microsoft Azure designed to handle millions of events per second for analytics and processing.
  • E. Database Tuning Advisor
    Database Tuning Advisor is a SQL Server tool that analyzes workloads and recommends optimal indexes, indexed views, and partitioning strategies to improve database performance.
  • 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_69ab4a4ced288190ab6d3e062d10f7f6 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abe0296be081908070bd48fe4fc926 completed March 7, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69b031633efc819088c2ea29eafaff0f completed March 10, 2026, 2:57 p.m.
NEDg Description generation batch_69b033894ca881908691b88e6108257c completed March 10, 2026, 3:06 p.m.
NED2 Entity disambiguation (via description) batch_69b03c3af7b48190b66bb32df59196e3 completed March 10, 2026, 3:43 p.m.
Created at: March 6, 2026, 10:03 p.m.