Triple

T9957619

Position	Surface form	Disambiguated ID	Type / Status
Subject	Anniversary Update (1607)	`E195483`	entity
Predicate	predecessor	`P97`	FINISHED
Object	Windows 10 November Update (1511) Windows 10 November Update (1511) is the first major feature update to Windows 10, introducing performance improvements, new features, and refinements to the original release.	`E839104`	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 10 November Update (1511) | Statement: [Anniversary Update (1607), predecessor, Windows 10 November Update (1511)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Windows 10 November Update (1511)
Context triple: [Anniversary Update (1607), predecessor, Windows 10 November Update (1511)]

A. Windows 10 Anniversary Update
Windows 10 Anniversary Update is a major 2016 feature update to Microsoft's Windows 10 operating system that introduced numerous enhancements to security, performance, and user experience.
B. Windows 10 November 2019 Update
Windows 10 November 2019 Update is a feature update to Microsoft's Windows 10 operating system that focused on performance improvements, quality enhancements, and minor new features rather than major UI changes.
C. Windows 10 October 2020 Update
Windows 10 October 2020 Update is a feature update to Microsoft's Windows 10 operating system that introduced incremental improvements to performance, security, and the user interface, including enhancements to the Start menu and Edge browser.
D. Windows 10
Windows 10 is a major version of Microsoft's Windows operating system that introduced a unified platform across PCs, tablets, and other devices, featuring the return of the Start menu and continuous feature updates.
E. Windows 11
Windows 11 is Microsoft’s modern desktop operating system featuring a redesigned interface, enhanced productivity tools, and deep integration with the company’s cloud and security services.
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 10 November Update (1511)
Triple: [Anniversary Update (1607), predecessor, Windows 10 November Update (1511)]

Generated description

Windows 10 November Update (1511) is the first major feature update to Windows 10, introducing performance improvements, new features, and refinements to the original release.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Windows 10 November Update (1511)
Target entity description: Windows 10 November Update (1511) is the first major feature update to Windows 10, introducing performance improvements, new features, and refinements to the original release.

A. Windows 10 Anniversary Update
Windows 10 Anniversary Update is a major 2016 feature update to Microsoft's Windows 10 operating system that introduced numerous enhancements to security, performance, and user experience.
B. Windows 10 November 2019 Update
Windows 10 November 2019 Update is a feature update to Microsoft's Windows 10 operating system that focused on performance improvements, quality enhancements, and minor new features rather than major UI changes.
C. Windows 10 October 2020 Update
Windows 10 October 2020 Update is a feature update to Microsoft's Windows 10 operating system that introduced incremental improvements to performance, security, and the user interface, including enhancements to the Start menu and Edge browser.
D. Windows 10
Windows 10 is a major version of Microsoft's Windows operating system that introduced a unified platform across PCs, tablets, and other devices, featuring the return of the Start menu and continuous feature updates.
E. Windows 11
Windows 11 is Microsoft’s modern desktop operating system featuring a redesigned interface, enhanced productivity tools, and deep integration with the company’s cloud and security services.
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_69ca82eaaa008190a54fa1a9f954b9ad`	completed	March 30, 2026, 2:04 p.m.
NER	Named-entity recognition	`batch_69cdb6cceb608190ad4424afaddcabfa`	completed	April 2, 2026, 12:22 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d299e3d5fc8190a953be3ebd8250e6`	completed	April 5, 2026, 5:20 p.m.
NEDg	Description generation	`batch_69d29b985e308190a6ec3966e02f429c`	completed	April 5, 2026, 5:27 p.m.
NED2	Entity disambiguation (via description)	`batch_69d29c5f64c881909aa3d093422fe475`	completed	April 5, 2026, 5:31 p.m.

Created at: March 30, 2026, 8:46 p.m.