Triple
T8175436
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Service Pack 1 |
E190926
|
entity |
| Predicate | category |
P87
|
FINISHED |
| Object |
Microsoft Windows service packs
Microsoft Windows service packs are cumulative update packages that bundle security fixes, bug patches, and feature enhancements for various versions of the Windows operating system.
|
E716247
|
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 Windows service packs | Statement: [Service Pack 1, category, Microsoft Windows service packs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Microsoft Windows service packs Context triple: [Service Pack 1, category, Microsoft Windows service packs]
-
A.
Windows servicing model
The Windows servicing model is Microsoft's structured approach to delivering feature updates, quality improvements, and security patches to Windows over time through defined release channels.
-
B.
Service Pack 3
Service Pack 3 is the final major cumulative update for Microsoft Windows XP, bundling security patches, stability improvements, and minor feature enhancements into a single release.
-
C.
Service Pack 2
Service Pack 2 is a major Windows XP update that significantly enhanced the operating system’s security, stability, and networking features.
-
D.
Windows Server Update Services
Windows Server Update Services (WSUS) is a Microsoft server role that lets administrators centrally manage and distribute updates and patches to Windows operating systems and other Microsoft products within an organization.
-
E.
Service Pack 1
Service Pack 1 is a major cumulative update package for Microsoft Windows 7 that includes security patches, performance improvements, and stability enhancements released after the operating system's initial launch.
- 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 Windows service packs Triple: [Service Pack 1, category, Microsoft Windows service packs]
Generated description
Microsoft Windows service packs are cumulative update packages that bundle security fixes, bug patches, and feature enhancements for various versions of the Windows operating system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Microsoft Windows service packs Target entity description: Microsoft Windows service packs are cumulative update packages that bundle security fixes, bug patches, and feature enhancements for various versions of the Windows operating system.
-
A.
Windows servicing model
The Windows servicing model is Microsoft's structured approach to delivering feature updates, quality improvements, and security patches to Windows over time through defined release channels.
-
B.
Service Pack 3
Service Pack 3 is the final major cumulative update for Microsoft Windows XP, bundling security patches, stability improvements, and minor feature enhancements into a single release.
-
C.
Service Pack 2
Service Pack 2 is a major Windows XP update that significantly enhanced the operating system’s security, stability, and networking features.
-
D.
Windows Server Update Services
Windows Server Update Services (WSUS) is a Microsoft server role that lets administrators centrally manage and distribute updates and patches to Windows operating systems and other Microsoft products within an organization.
-
E.
Service Pack 1
Service Pack 1 is a major cumulative update package for Microsoft Windows 7 that includes security patches, performance improvements, and stability enhancements released after the operating system's initial launch.
- 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_69ca82c1c0a08190bf8692b4d91a03ca |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4ab8295081909a450fcaa34f6ec6 |
completed | March 31, 2026, 4:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbf6d4ba881908f1bac9cce6cc29d |
completed | April 1, 2026, 6:47 a.m. |
| NEDg | Description generation | batch_69ccc313ba7c81909b9ee65b37ed165e |
completed | April 1, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ccd84893488190ae5376524650d5c4 |
completed | April 1, 2026, 8:33 a.m. |
Created at: March 30, 2026, 5:40 p.m.