Triple

T7895001
Position Surface form Disambiguated ID Type / Status
Subject COM+ E183322 entity
Predicate uses P98 FINISHED
Object Microsoft Transaction Server technology
Microsoft Transaction Server technology is a Microsoft component-based middleware platform that provides distributed transaction processing, object pooling, and security services for scalable enterprise applications.
 E701332 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: Microsoft Transaction Server technology | Statement: [COM+, uses, Microsoft Transaction Server technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Microsoft Transaction Server technology
Context triple: [COM+, uses, Microsoft Transaction Server technology]
  • A. Microsoft Jet Database Engine
    Microsoft Jet Database Engine is a file-based relational database engine from Microsoft used primarily by desktop applications such as Access for storing and managing structured data.
  • B. Sybase
    Sybase is a pioneering enterprise software company best known for its relational database management systems and data management solutions, later acquired by SAP.
  • C. 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.
  • D. CICS Transaction Server
    CICS Transaction Server is IBM’s high-performance transaction processing platform used to run large-scale, mission-critical applications on mainframe systems.
  • E. IBM DB2
    IBM DB2 is a family of enterprise-grade relational database management systems developed by IBM, widely used for high-performance, scalable data storage and transaction processing across mainframe, distributed, and cloud environments.
  • 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: Microsoft Transaction Server technology
Triple: [COM+, uses, Microsoft Transaction Server technology]
Generated description
Microsoft Transaction Server technology is a Microsoft component-based middleware platform that provides distributed transaction processing, object pooling, and security services for scalable enterprise applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Microsoft Transaction Server technology
Target entity description: Microsoft Transaction Server technology is a Microsoft component-based middleware platform that provides distributed transaction processing, object pooling, and security services for scalable enterprise applications.
  • A. Microsoft Jet Database Engine
    Microsoft Jet Database Engine is a file-based relational database engine from Microsoft used primarily by desktop applications such as Access for storing and managing structured data.
  • B. Sybase
    Sybase is a pioneering enterprise software company best known for its relational database management systems and data management solutions, later acquired by SAP.
  • C. 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.
  • D. CICS Transaction Server
    CICS Transaction Server is IBM’s high-performance transaction processing platform used to run large-scale, mission-critical applications on mainframe systems.
  • E. IBM DB2
    IBM DB2 is a family of enterprise-grade relational database management systems developed by IBM, widely used for high-performance, scalable data storage and transaction processing across mainframe, distributed, and cloud environments.
  • 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_69ca828c474c8190a254d6499871eaff completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a174574819084270dbb6fcbb7fe completed March 31, 2026, 3:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5bae4bdc8190be7db2ba3acb708a completed March 31, 2026, 5:29 a.m.
NEDg Description generation batch_69cb7631d10881908e3c7dacb98520cd completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbbf847f3c819092d690d8d65f6d60 completed March 31, 2026, 12:35 p.m.
Created at: March 30, 2026, 5:01 p.m.