Triple

T13019616
Position Surface form Disambiguated ID Type / Status
Subject TMainMenu E322639 entity
Predicate property P5774 FINISHED
Object AutoHotkeys
AutoHotkeys is a scripting-based automation tool that lets users create custom keyboard shortcuts and macros to control Windows applications and workflows.
 E1014694 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: AutoHotkeys | Statement: [TMainMenu, property, AutoHotkeys]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AutoHotkeys
Context triple: [TMainMenu, property, AutoHotkeys]
  • A. AHK
    AHK is the ICAO airline designator for Air Hong Kong, a cargo airline based in Hong Kong.
  • B. Shortcuts
    Shortcuts is Apple’s automation app that lets users create and run custom workflows across iOS, iPadOS, and macOS using simple, configurable actions.
  • C. GCKeyboard
    GCKeyboard is an Apple Game Controller framework class that represents and manages physical keyboard input for games and interactive apps on Apple platforms.
  • D. KGlobalAccel
    KGlobalAccel is a KDE framework component that manages global keyboard shortcuts, allowing applications and the desktop environment to define and respond to key combinations system-wide.
  • E. Automator
    Automator is a macOS application that lets users create and run automated workflows to simplify repetitive tasks without needing to write code.
  • 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: AutoHotkeys
Triple: [TMainMenu, property, AutoHotkeys]
Generated description
AutoHotkeys is a scripting-based automation tool that lets users create custom keyboard shortcuts and macros to control Windows applications and workflows.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AutoHotkeys
Target entity description: AutoHotkeys is a scripting-based automation tool that lets users create custom keyboard shortcuts and macros to control Windows applications and workflows.
  • A. AHK
    AHK is the ICAO airline designator for Air Hong Kong, a cargo airline based in Hong Kong.
  • B. Shortcuts
    Shortcuts is Apple’s automation app that lets users create and run custom workflows across iOS, iPadOS, and macOS using simple, configurable actions.
  • C. GCKeyboard
    GCKeyboard is an Apple Game Controller framework class that represents and manages physical keyboard input for games and interactive apps on Apple platforms.
  • D. KGlobalAccel
    KGlobalAccel is a KDE framework component that manages global keyboard shortcuts, allowing applications and the desktop environment to define and respond to key combinations system-wide.
  • E. Automator
    Automator is a macOS application that lets users create and run automated workflows to simplify repetitive tasks without needing to write code.
  • 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97ecf21bc819082fb512bc479b4be completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c116423881908d0de1e04904fbc3 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c20aff008190a1a10ac02ed08726 completed May 3, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f6c2de143c81908164f5df2b92e5c3 completed May 3, 2026, 3:37 a.m.
Created at: April 9, 2026, 8:51 p.m.