Triple

T5299969
Position Surface form Disambiguated ID Type / Status
Subject The Third Wave: An Entrepreneur’s Vision of the Future E119950 entity
Predicate titleAlludesTo P4929 FINISHED
Object The Third Wave by Alvin Toffler E119950 NE FINISHED

How this triple was built (2 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 Third Wave by Alvin Toffler | Statement: [The Third Wave: An Entrepreneur’s Vision of the Future, titleAlludesTo, The Third Wave by Alvin Toffler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Third Wave by Alvin Toffler
Context triple: [The Third Wave: An Entrepreneur’s Vision of the Future, titleAlludesTo, The Third Wave by Alvin Toffler]
  • A. The Third Wave: An Entrepreneur’s Vision of the Future chosen
    The Third Wave: An Entrepreneur’s Vision of the Future is a business and technology book that outlines how the next era of the internet will transform major sectors like health, education, and government, and what entrepreneurs must do to succeed in it.
  • B. 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.
  • C. The Coming Wave: Technology, Power, and the Twenty-First Century’s Greatest Dilemma
    "The Coming Wave: Technology, Power, and the Twenty-First Century’s Greatest Dilemma" is a nonfiction book that examines how rapidly advancing technologies like artificial intelligence and synthetic biology could destabilize global systems and explores how society might govern these forces responsibly.
  • D. The Third Culture
    The Third Culture is a book by literary agent and author John H. Brockman that profiles leading scientists and thinkers who bridge the gap between the sciences and the humanities.
  • E. 2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything
    "2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything" is a nonfiction book that analyzes converging global trends—such as demographics, technology, and economic shifts—to forecast how they will transform society and business by the year 2030.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69bd446f22b88190b6a47fb91c68a3e7 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd850877688190a611d6293ca58d94 completed March 20, 2026, 5:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf10ec33ac819083d283e960a049af completed March 21, 2026, 9:43 p.m.
Created at: March 20, 2026, 1:53 p.m.