Triple

T1216986
Position Surface form Disambiguated ID Type / Status
Subject Ray Kurzweil E26127 entity
Predicate notableWork P4 FINISHED
Object The Age of Spiritual Machines
The Age of Spiritual Machines is a futurist book by Ray Kurzweil that predicts the evolution of artificial intelligence and its profound impact on human society and consciousness.
E139153 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: The Age of Spiritual Machines | Statement: [Ray Kurzweil, notableWork, The Age of Spiritual Machines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Age of Spiritual Machines
Context triple: [Ray Kurzweil, notableWork, The Age of Spiritual Machines]
  • A. As We May Think
    As We May Think is a seminal 1945 essay by Vannevar Bush that envisioned hypertext-like information systems and profoundly influenced the development of modern computing and the internet.
  • B. Society of Mind
    Society of Mind is a seminal book by Marvin Minsky that proposes a theory of human intelligence as emerging from the interactions of many simple, non-intelligent agents within the mind.
  • C. The Future of Ideas
    The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
  • D. The Master Switch: The Rise and Fall of Information Empires
    The Master Switch: The Rise and Fall of Information Empires is a nonfiction book that examines the recurring cycle of openness and monopolistic control in communications and information industries throughout modern history.
  • E. The Sciences of the Artificial
    The Sciences of the Artificial is a seminal 1969 book by Herbert A. Simon that explores the nature, design, and study of artificial systems such as organizations, computers, and complex artifacts.
  • 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: The Age of Spiritual Machines
Triple: [Ray Kurzweil, notableWork, The Age of Spiritual Machines]
Generated description
The Age of Spiritual Machines is a futurist book by Ray Kurzweil that predicts the evolution of artificial intelligence and its profound impact on human society and consciousness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Age of Spiritual Machines
Target entity description: The Age of Spiritual Machines is a futurist book by Ray Kurzweil that predicts the evolution of artificial intelligence and its profound impact on human society and consciousness.
  • A. As We May Think
    As We May Think is a seminal 1945 essay by Vannevar Bush that envisioned hypertext-like information systems and profoundly influenced the development of modern computing and the internet.
  • B. Society of Mind
    Society of Mind is a seminal book by Marvin Minsky that proposes a theory of human intelligence as emerging from the interactions of many simple, non-intelligent agents within the mind.
  • C. The Future of Ideas
    The Future of Ideas is a book by legal scholar Lawrence Lessig that examines how excessive intellectual property regulation threatens innovation, creativity, and the openness of the digital commons.
  • D. The Master Switch: The Rise and Fall of Information Empires
    The Master Switch: The Rise and Fall of Information Empires is a nonfiction book that examines the recurring cycle of openness and monopolistic control in communications and information industries throughout modern history.
  • E. The Sciences of the Artificial
    The Sciences of the Artificial is a seminal 1969 book by Herbert A. Simon that explores the nature, design, and study of artificial systems such as organizations, computers, and complex artifacts.
  • 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.