Triple
T10243928
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | RemoteFX |
E193839
|
entity |
| Predicate | enhancedInVersion |
P11235
|
FINISHED |
| Object |
Windows Server 2012 R2
Windows Server 2012 R2 is a Microsoft server operating system release that introduced significant improvements in virtualization, storage, networking, and management for enterprise IT environments.
|
E195618
|
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: Windows Server 2012 R2 | Statement: [RemoteFX, enhancedInVersion, Windows Server 2012 R2]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Windows Server 2012 R2 Context triple: [RemoteFX, enhancedInVersion, Windows Server 2012 R2]
-
A.
Windows Server
Windows Server is Microsoft's enterprise-grade server operating system designed to provide network services, centralized management, virtualization, and application hosting for organizations.
-
B.
Windows Server Core (some versions)
Windows Server Core is a minimal-installation variant of the Windows Server operating system designed to reduce resource usage and attack surface by omitting most graphical user interface components.
-
C.
Windows Server 2008
Windows Server 2008 is a Microsoft server operating system designed for enterprise-level management, security, and application hosting in corporate IT environments.
-
D.
Windows Server 2008 R2 DirectAccess server role
The Windows Server 2008 R2 DirectAccess server role is a remote access technology that provides seamless, always-on, secure connectivity for domain-joined clients to internal corporate networks without requiring traditional VPN connections.
-
E.
Windows 8.1
Windows 8.1 is a Microsoft operating system that refined the touch-focused Windows 8 interface while reintroducing more traditional desktop features for PCs and tablets.
- 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: Windows Server 2012 R2 Triple: [RemoteFX, enhancedInVersion, Windows Server 2012 R2]
Generated description
Windows Server 2012 R2 is a Microsoft server operating system release that introduced significant improvements in virtualization, storage, networking, and management for enterprise IT environments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Windows Server 2012 R2 Target entity description: Windows Server 2012 R2 is a Microsoft server operating system release that introduced significant improvements in virtualization, storage, networking, and management for enterprise IT environments.
-
A.
Windows Server
chosen
Windows Server is Microsoft's enterprise-grade server operating system designed to provide network services, centralized management, virtualization, and application hosting for organizations.
-
B.
Windows Server Core (some versions)
Windows Server Core is a minimal-installation variant of the Windows Server operating system designed to reduce resource usage and attack surface by omitting most graphical user interface components.
-
C.
Windows Server 2008
Windows Server 2008 is a Microsoft server operating system designed for enterprise-level management, security, and application hosting in corporate IT environments.
-
D.
Windows Server 2008 R2 DirectAccess server role
The Windows Server 2008 R2 DirectAccess server role is a remote access technology that provides seamless, always-on, secure connectivity for domain-joined clients to internal corporate networks without requiring traditional VPN connections.
-
E.
Windows 8.1
Windows 8.1 is a Microsoft operating system that refined the touch-focused Windows 8 interface while reintroducing more traditional desktop features for PCs and tablets.
- 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_69d381a7e198819090280d5ab885d59e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4dfbfa26c8190b536655d33112ddf |
completed | April 7, 2026, 10:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71cb24d088190848d2fb1fffe4c48 |
completed | April 9, 2026, 3:27 a.m. |
| NEDg | Description generation | batch_69d71f76e3cc8190b21a5fe8825caa2b |
completed | April 9, 2026, 3:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7319938ec8190a4a1a5f09832e3e3 |
completed | April 9, 2026, 4:56 a.m. |
Created at: April 6, 2026, 11:26 a.m.