Triple

T1216995
Position Surface form Disambiguated ID Type / Status
Subject Ray Kurzweil E26127 entity
Predicate knownFor P22 FINISHED
Object Kurzweil reading machine for the blind
The Kurzweil reading machine for the blind is an early text-to-speech device that enabled visually impaired users to listen to printed text by scanning and converting it into synthesized speech.
E139158 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: Kurzweil reading machine for the blind | Statement: [Ray Kurzweil, knownFor, Kurzweil reading machine for the blind]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kurzweil reading machine for the blind
Context triple: [Ray Kurzweil, knownFor, Kurzweil reading machine for the blind]
  • A. Business @ the Speed of Thought
    Business @ the Speed of Thought is a business and technology book by Bill Gates that explores how digital systems and information networks can transform organizations and decision-making.
  • B. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • C. Immersive Reader
    Immersive Reader is a Microsoft tool that enhances reading comprehension and accessibility by simplifying page layouts, reading text aloud, and offering customizable reading preferences.
  • D. VoiceOver
    VoiceOver is a built-in macOS screen reader that provides spoken and braille descriptions of on-screen elements to make the system accessible to users who are blind or visually impaired.
  • E. Xerox Star system
    The Xerox Star system was an early commercial workstation that pioneered the modern graphical user interface with icons, windows, and a desktop metaphor, profoundly influencing later personal computers.
  • 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: Kurzweil reading machine for the blind
Triple: [Ray Kurzweil, knownFor, Kurzweil reading machine for the blind]
Generated description
The Kurzweil reading machine for the blind is an early text-to-speech device that enabled visually impaired users to listen to printed text by scanning and converting it into synthesized speech.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kurzweil reading machine for the blind
Target entity description: The Kurzweil reading machine for the blind is an early text-to-speech device that enabled visually impaired users to listen to printed text by scanning and converting it into synthesized speech.
  • A. Business @ the Speed of Thought
    Business @ the Speed of Thought is a business and technology book by Bill Gates that explores how digital systems and information networks can transform organizations and decision-making.
  • B. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • C. Immersive Reader
    Immersive Reader is a Microsoft tool that enhances reading comprehension and accessibility by simplifying page layouts, reading text aloud, and offering customizable reading preferences.
  • D. VoiceOver
    VoiceOver is a built-in macOS screen reader that provides spoken and braille descriptions of on-screen elements to make the system accessible to users who are blind or visually impaired.
  • E. Xerox Star system
    The Xerox Star system was an early commercial workstation that pioneered the modern graphical user interface with icons, windows, and a desktop metaphor, profoundly influencing later personal computers.
  • 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_69a4948331fc8190b531ac9bec71c491 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4be06d6308190a44c505e6b5e8d42 completed March 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac831fb6bc8190907f36e52489ec5c completed March 7, 2026, 7:57 p.m.
NEDg Description generation batch_69ac839076708190882fe59c80bd3e7e completed March 7, 2026, 7:59 p.m.
NED2 Entity disambiguation (via description) batch_69ac84092f088190894b3ca2a268e5c1 completed March 7, 2026, 8:01 p.m.
Created at: March 1, 2026, 7:46 p.m.