Triple

T7393844
Position Surface form Disambiguated ID Type / Status
Subject WTF?: What's the Future and Why It's Up to Us E170571 entity
Predicate title P38 FINISHED
Object WTF?: What's the Future and Why It's Up to Us E170571 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: WTF?: What's the Future and Why It's Up to Us | Statement: [WTF?: What's the Future and Why It's Up to Us, title, WTF?: What's the Future and Why It's Up to Us]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: WTF?: What's the Future and Why It's Up to Us
Context triple: [WTF?: What's the Future and Why It's Up to Us, title, WTF?: What's the Future and Why It's Up to Us]
  • A. "WTF?: What's the Future and Why It's Up to Us" chosen
    "WTF?: What's the Future and Why It's Up to Us" is a nonfiction book by technology thought leader Tim O’Reilly that explores how emerging technologies are reshaping the economy, work, and society, and argues for consciously steering innovation toward more humane outcomes.
  • B. A Brief History of the Future
    A Brief History of the Future is a book by Mike Moore that explores potential social, political, and technological developments shaping humanity’s long-term future.
  • C. Why the future doesn’t need us
    "Why the Future Doesn’t Need Us" is a widely discussed 2000 essay by technologist Bill Joy warning that advances in robotics, genetic engineering, and nanotechnology could pose existential risks to humanity.
  • D. 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.
  • 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_69c68a5e2c9081909e713ce866e0060a completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2263b48819089319a2a2f0d3357 completed March 27, 2026, 9:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c810f82ba08190919924b0994a2eee completed March 28, 2026, 5:33 p.m.
Created at: March 27, 2026, 3:09 p.m.