Triple
T2880504
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SQL Server Integration Services |
E56984
|
entity |
| Predicate | replaced |
P101
|
FINISHED |
| Object |
Data Transformation Services
Data Transformation Services (DTS) was an early Microsoft SQL Server component used to extract, transform, and load (ETL) data between heterogeneous data sources before being superseded by SQL Server Integration Services.
|
E307899
|
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: Data Transformation Services | Statement: [SQL Server Integration Services, replaced, Data Transformation Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Data Transformation Services Context triple: [SQL Server Integration Services, replaced, Data Transformation Services]
-
A.
Data Quality Services
Data Quality Services is a SQL Server component that provides tools for defining, managing, and improving the quality and consistency of data through knowledge-based cleansing and matching.
-
B.
Data & Analytic Services
Data & Analytic Services is a business segment of Aon Corporation that focuses on providing data-driven insights, analytics, and related solutions to support risk management and decision-making for clients.
-
C.
Data Services Department
The Data Services Department is a specialized unit within the OPEC Secretariat responsible for collecting, managing, and analyzing energy and oil market data to support the organization’s research and policy decisions.
-
D.
Data
Data is an android Starfleet officer in Star Trek: The Next Generation, known for his quest to understand humanity and develop emotions.
-
E.
Azure Data Factory
Azure Data Factory is a cloud-based data integration service from Microsoft that enables users to create, schedule, and orchestrate data pipelines for moving and transforming data at scale across diverse sources.
- 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: Data Transformation Services Triple: [SQL Server Integration Services, replaced, Data Transformation Services]
Generated description
Data Transformation Services (DTS) was an early Microsoft SQL Server component used to extract, transform, and load (ETL) data between heterogeneous data sources before being superseded by SQL Server Integration Services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Data Transformation Services Target entity description: Data Transformation Services (DTS) was an early Microsoft SQL Server component used to extract, transform, and load (ETL) data between heterogeneous data sources before being superseded by SQL Server Integration Services.
-
A.
Data Quality Services
Data Quality Services is a SQL Server component that provides tools for defining, managing, and improving the quality and consistency of data through knowledge-based cleansing and matching.
-
B.
Data & Analytic Services
Data & Analytic Services is a business segment of Aon Corporation that focuses on providing data-driven insights, analytics, and related solutions to support risk management and decision-making for clients.
-
C.
Data Services Department
The Data Services Department is a specialized unit within the OPEC Secretariat responsible for collecting, managing, and analyzing energy and oil market data to support the organization’s research and policy decisions.
-
D.
Data
Data is an android Starfleet officer in Star Trek: The Next Generation, known for his quest to understand humanity and develop emotions.
-
E.
Azure Data Factory
Azure Data Factory is a cloud-based data integration service from Microsoft that enables users to create, schedule, and orchestrate data pipelines for moving and transforming data at scale across diverse sources.
- 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.