Triple
T7857973
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dynamics 365 Field Service |
E182423
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Dynamics 365 Customer Service
Dynamics 365 Customer Service is a Microsoft cloud-based application that helps organizations manage and optimize customer support interactions across channels using case management, automation, and analytics.
|
E5701
|
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 Customer Service | Statement: [Dynamics 365 Field Service, integratesWith, Dynamics 365 Customer Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dynamics 365 Customer Service Context triple: [Dynamics 365 Field Service, integratesWith, Dynamics 365 Customer Service]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Microsoft Dataverse
Microsoft Dataverse is a cloud-based data platform that securely stores and manages business data for use across Microsoft Power Platform applications and services.
-
E.
Base CRM
Base CRM was a sales-focused customer relationship management platform known for its intuitive interface and mobile-first design, later integrated into Zendesk’s product suite after acquisition.
- 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 Customer Service Triple: [Dynamics 365 Field Service, integratesWith, Dynamics 365 Customer Service]
Generated description
Dynamics 365 Customer Service is a Microsoft cloud-based application that helps organizations manage and optimize customer support interactions across channels using case management, automation, and analytics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dynamics 365 Customer Service Target entity description: Dynamics 365 Customer Service is a Microsoft cloud-based application that helps organizations manage and optimize customer support interactions across channels using case management, automation, and analytics.
-
A.
Dynamics 365
chosen
Dynamics 365 is Microsoft’s cloud-based suite of integrated business applications that combines enterprise resource planning (ERP) and customer relationship management (CRM) capabilities.
-
B.
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.
-
C.
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.
-
D.
Microsoft Dataverse
Microsoft Dataverse is a cloud-based data platform that securely stores and manages business data for use across Microsoft Power Platform applications and services.
-
E.
Base CRM
Base CRM was a sales-focused customer relationship management platform known for its intuitive interface and mobile-first design, later integrated into Zendesk’s product suite after acquisition.
- F. None of above.
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_69ca82887fd48190975896bf38c4596b |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb1a76f8648190976b488d0d8658ef |
completed | March 31, 2026, 12:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5b32eaf88190aae55aaeb963c50b |
completed | March 31, 2026, 5:27 a.m. |
| NEDg | Description generation | batch_69cb5f1c9ef08190b1b79482f39966c7 |
completed | March 31, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb767b198481909cfc1f7a44e6f0d8 |
completed | March 31, 2026, 7:23 a.m. |
Created at: March 30, 2026, 4:52 p.m.