Triple
T11656367
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SQL Server Authentication |
E277020
|
entity |
| Predicate | authenticates |
P31941
|
FINISHED |
| Object |
SQL Server logins
SQL Server logins are security principals that represent individual users or applications allowed to connect to a SQL Server instance and access its databases.
|
E937643
|
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 logins | Statement: [SQL Server Authentication, authenticates, SQL Server logins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SQL Server logins Context triple: [SQL Server Authentication, authenticates, SQL Server logins]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
MSIServer
MSIServer is the Windows service that manages installation, modification, and removal of software using the Windows Installer technology.
-
E.
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.
- 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 logins Triple: [SQL Server Authentication, authenticates, SQL Server logins]
Generated description
SQL Server logins are security principals that represent individual users or applications allowed to connect to a SQL Server instance and access its databases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: SQL Server logins Target entity description: SQL Server logins are security principals that represent individual users or applications allowed to connect to a SQL Server instance and access its databases.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
MSIServer
MSIServer is the Windows service that manages installation, modification, and removal of software using the Windows Installer technology.
-
E.
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.
- 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.