Triple
T12389895
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Microsoft 365 F1 |
E295961
|
entity |
| Predicate | licensingChannel |
P104066
|
FINISHED |
| Object | Microsoft volume licensing |
E719156
|
NE FINISHED |
How this triple was built (2 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 volume licensing | Statement: [Microsoft 365 F1, licensingChannel, Microsoft volume licensing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Microsoft volume licensing Context triple: [Microsoft 365 F1, licensingChannel, Microsoft volume licensing]
-
A.
Microsoft Volume Licensing
chosen
Microsoft Volume Licensing is a Microsoft program that provides customized, large-scale software licensing options for organizations, enabling them to deploy and manage Microsoft products across many devices and users.
-
B.
Server and Client Access License
Server and Client Access License is a Microsoft licensing model in which a server product requires both a server license and separate client access licenses (CALs) for each user or device that connects to it.
-
C.
Microsoft Office LTSC Professional Plus 2021
Microsoft Office LTSC Professional Plus 2021 is a perpetual-license, enterprise-focused edition of Microsoft’s productivity suite that includes advanced versions of core apps like Word, Excel, PowerPoint, and Outlook for long-term servicing environments.
-
D.
Microsoft LAN Manager
Microsoft LAN Manager is an early Microsoft network operating system and file/print sharing server software for DOS and OS/2, used to provide LAN services in PC networks before the dominance of Windows NT.
-
E.
Remote Desktop Licensing
Remote Desktop Licensing is the Windows Server role service that manages and issues client access licenses (CALs) required for users or devices to connect to Remote Desktop Services.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ad9e653c8190b1473c860ee53dae |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d93fcf6aa8819080c9a2407a72db2e |
completed | April 10, 2026, 6:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63479df38819085c5ca791c460d5e |
completed | May 2, 2026, 5:29 p.m. |
Created at: April 8, 2026, 9:54 p.m.