Triple
T452103
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Microsoft 365 |
E7151
|
entity |
| Predicate | offersPlan |
P5640
|
FINISHED |
| Object |
Microsoft 365 E3
Microsoft 365 E3 is a mid-tier enterprise subscription that bundles Office apps, cloud services, and advanced security and compliance features for business users.
|
E60239
|
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 365 E3 | Statement: [Microsoft 365, offersPlan, Microsoft 365 E3]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Microsoft 365 E3 Context triple: [Microsoft 365, offersPlan, Microsoft 365 E3]
-
A.
Microsoft 365
Microsoft 365 is a subscription-based suite of productivity and collaboration tools that combines Office applications with cloud services, security features, and device management.
-
B.
Exchange Online
Exchange Online is Microsoft’s cloud-based email and calendaring service that provides hosted Exchange server functionality as part of the Microsoft 365 suite.
-
C.
Skype for Business Online
Skype for Business Online was Microsoft's cloud-based enterprise communication and collaboration service that provided messaging, meetings, and voice capabilities before being succeeded by Microsoft Teams.
-
D.
Microsoft Teams
Microsoft Teams is a collaboration and communication platform by Microsoft that provides chat, video conferencing, file sharing, and integration with other Microsoft 365 services for teams and organizations.
-
E.
Microsoft Defender for Office 365
Microsoft Defender for Office 365 is a cloud-based email and collaboration security solution that protects Microsoft 365 users from phishing, malware, and other advanced threats.
- 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 365 E3 Triple: [Microsoft 365, offersPlan, Microsoft 365 E3]
Generated description
Microsoft 365 E3 is a mid-tier enterprise subscription that bundles Office apps, cloud services, and advanced security and compliance features for business users.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Microsoft 365 E3 Target entity description: Microsoft 365 E3 is a mid-tier enterprise subscription that bundles Office apps, cloud services, and advanced security and compliance features for business users.
-
A.
Microsoft 365
Microsoft 365 is a subscription-based suite of productivity and collaboration tools that combines Office applications with cloud services, security features, and device management.
-
B.
Exchange Online
Exchange Online is Microsoft’s cloud-based email and calendaring service that provides hosted Exchange server functionality as part of the Microsoft 365 suite.
-
C.
Skype for Business Online
Skype for Business Online was Microsoft's cloud-based enterprise communication and collaboration service that provided messaging, meetings, and voice capabilities before being succeeded by Microsoft Teams.
-
D.
Microsoft Teams
Microsoft Teams is a collaboration and communication platform by Microsoft that provides chat, video conferencing, file sharing, and integration with other Microsoft 365 services for teams and organizations.
-
E.
Microsoft Defender for Office 365
Microsoft Defender for Office 365 is a cloud-based email and collaboration security solution that protects Microsoft 365 users from phishing, malware, and other advanced threats.
- 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_69a2e7e4676c81909ea0dbdecac0687c |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ef854f7481909dc2207faf0327ec |
completed | Feb. 28, 2026, 1:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a46c5a949081908e05f0b61795004f |
completed | March 1, 2026, 4:42 p.m. |
| NEDg | Description generation | batch_69a46e2e87dc8190a6e2bff5550e057d |
completed | March 1, 2026, 4:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a46e82b9a08190bf356d6e1dfdf9c4 |
completed | March 1, 2026, 4:51 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.