Triple

T287002

Position	Surface form	Disambiguated ID	Type / Status
Subject	Windows	`E5904`	entity
Predicate	hasShell	`P9243`	FINISHED
Object	Windows Shell Windows Shell is the graphical user interface and command environment of the Microsoft Windows operating system, providing the desktop, taskbar, file explorer, and related user interaction features.	`E37366`	NE FINISHED

How this triple was built (5 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 Shell | Statement: [Windows, hasShell, Windows Shell]

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

Target entity: Windows Shell
Context triple: [Windows, hasShell, Windows Shell]

A. Windows
Windows is a widely used family of graphical operating systems developed by Microsoft for personal computers, servers, and other devices.
B. Windows Forms
Windows Forms is a graphical user interface (GUI) framework for building desktop applications on the Microsoft Windows platform using the .NET framework.
C. WSH
WSH is the standard sports abbreviation for the Washington Commanders, the National Football League team based in the Washington, D.C. area.
D. Windows XP
Windows XP is a widely used Microsoft operating system released in 2001, known for its improved stability, user-friendly interface, and long-term popularity on personal and business computers.
E. WinUI
WinUI is Microsoft's modern native user interface framework for building Windows desktop applications with Fluent Design.
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 Shell
Triple: [Windows, hasShell, Windows Shell]

Generated description

Windows Shell is the graphical user interface and command environment of the Microsoft Windows operating system, providing the desktop, taskbar, file explorer, and related user interaction features.

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

Target entity: Windows Shell
Target entity description: Windows Shell is the graphical user interface and command environment of the Microsoft Windows operating system, providing the desktop, taskbar, file explorer, and related user interaction features.

A. Windows
Windows is a widely used family of graphical operating systems developed by Microsoft for personal computers, servers, and other devices.
B. Windows Forms
Windows Forms is a graphical user interface (GUI) framework for building desktop applications on the Microsoft Windows platform using the .NET framework.
C. WSH
WSH is the standard sports abbreviation for the Washington Commanders, the National Football League team based in the Washington, D.C. area.
D. Windows XP
Windows XP is a widely used Microsoft operating system released in 2001, known for its improved stability, user-friendly interface, and long-term popularity on personal and business computers.
E. WinUI
WinUI is Microsoft's modern native user interface framework for building Windows desktop applications with Fluent Design.
F. None of above. chosen

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: hasShell
Context triple: [Windows, hasShell, Windows Shell]

A. shellType
Indicates the type or classification of a shell associated with an entity (e.g., its form, structure, or category).
B. hasStand
Indicates that an entity possesses, is equipped with, or is supported by a stand or base structure.
C. hasUSBPort
Indicates that one entity is equipped with or includes a USB port available for connection or data/power transfer.
D. hasKeel
Indicates that an entity possesses a keel as a structural or anatomical feature.
E. hasShoreFeature
Indicates that a shore or coastline possesses a specific physical or environmental feature.
F. None of above. chosen

Provenance (7 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_69a25946a7ac8190a78871c210213272`	completed	Feb. 28, 2026, 2:56 a.m.
NER	Named-entity recognition	`batch_69a25e2ddaa88190b08c40b5823f30a0`	completed	Feb. 28, 2026, 3:17 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a39d078ad88190b4fce535c8ea9a80`	completed	March 1, 2026, 1:57 a.m.
NEDg	Description generation	`batch_69a39e93efc48190a1fa60d04ee7e85f`	completed	March 1, 2026, 2:04 a.m.
NED2	Entity disambiguation (via description)	`batch_69a39f38af0481908f0a3bfeda680065`	completed	March 1, 2026, 2:06 a.m.
PD	Predicate disambiguation	`batch_69a25b7c1448819082064f474633acd5`	completed	Feb. 28, 2026, 3:05 a.m.
PDg	Predicate description generation	`batch_69a25d3463648190ac716d7475378536`	completed	Feb. 28, 2026, 3:12 a.m.

Created at: Feb. 28, 2026, 3:02 a.m.