Triple

T1621374
Position Surface form Disambiguated ID Type / Status
Subject Dynamics 365 Remote Assist E35037 entity
Predicate integratesWith P1075 FINISHED
Object Dynamics 365 Field Service
Dynamics 365 Field Service is a Microsoft cloud-based application that helps organizations manage and optimize their on-site service operations, including work orders, scheduling, and resource management.
 E182423 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: Dynamics 365 Field Service | Statement: [Dynamics 365 Remote Assist, integratesWith, Dynamics 365 Field Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dynamics 365 Field Service
Context triple: [Dynamics 365 Remote Assist, integratesWith, Dynamics 365 Field Service]
  • A. Dynamics 365 Remote Assist
    Dynamics 365 Remote Assist is a mixed-reality application from Microsoft that enables remote collaboration and real-time guidance using HoloLens or mobile devices for field service and support scenarios.
  • B. Dynamics 365
    Dynamics 365 is Microsoft’s cloud-based suite of integrated business applications that combines enterprise resource planning (ERP) and customer relationship management (CRM) capabilities.
  • C. ServiceNow
    ServiceNow is a cloud-based software company best known for its enterprise workflow and IT service management platform that helps organizations automate and streamline business processes.
  • D. Microsoft Power Platform
    Microsoft Power Platform is a low-code development suite from Microsoft that enables users to analyze data, build custom business apps, automate workflows, and create virtual agents using integrated tools like Power BI, Power Apps, Power Automate, and Power Virtual Agents.
  • E. Power Apps
    Power Apps is a Microsoft low-code development platform that enables users to quickly build and deploy custom business applications across web and mobile.
  • 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: Dynamics 365 Field Service
Triple: [Dynamics 365 Remote Assist, integratesWith, Dynamics 365 Field Service]
Generated description
Dynamics 365 Field Service is a Microsoft cloud-based application that helps organizations manage and optimize their on-site service operations, including work orders, scheduling, and resource management.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dynamics 365 Field Service
Target entity description: Dynamics 365 Field Service is a Microsoft cloud-based application that helps organizations manage and optimize their on-site service operations, including work orders, scheduling, and resource management.
  • A. Dynamics 365 Remote Assist
    Dynamics 365 Remote Assist is a mixed-reality application from Microsoft that enables remote collaboration and real-time guidance using HoloLens or mobile devices for field service and support scenarios.
  • B. Dynamics 365
    Dynamics 365 is Microsoft’s cloud-based suite of integrated business applications that combines enterprise resource planning (ERP) and customer relationship management (CRM) capabilities.
  • C. ServiceNow
    ServiceNow is a cloud-based software company best known for its enterprise workflow and IT service management platform that helps organizations automate and streamline business processes.
  • D. Microsoft Power Platform
    Microsoft Power Platform is a low-code development suite from Microsoft that enables users to analyze data, build custom business apps, automate workflows, and create virtual agents using integrated tools like Power BI, Power Apps, Power Automate, and Power Virtual Agents.
  • E. Power Apps
    Power Apps is a Microsoft low-code development platform that enables users to quickly build and deploy custom business applications across web and mobile.
  • 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_69a886023194819080a3fccd6e325d0e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a909b1fc788190b38c0aa4ccc2e953 completed March 5, 2026, 4:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51d2cbb481908bc74cecdc023547 completed March 8, 2026, 10:39 a.m.
NEDg Description generation batch_69ad5277c64481909ffe991fd4579d0d completed March 8, 2026, 10:41 a.m.
NED2 Entity disambiguation (via description) batch_69ad52f8dda48190969a31b85b1d5134 completed March 8, 2026, 10:44 a.m.
Created at: March 4, 2026, 7:28 p.m.