Triple
T13891947
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything |
E333992
|
entity |
| Predicate | title |
P38
|
FINISHED |
| Object | 2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything |
E333992
|
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: 2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything | Statement: [2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything, title, 2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything Context triple: [2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything, title, 2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything]
-
A.
2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything
chosen
"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.
-
B.
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.
-
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 Wave: An Entrepreneur’s Vision of the Future
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.
-
E.
Faster: The Acceleration of Just About Everything
Faster: The Acceleration of Just About Everything is a nonfiction book by science writer James Gleick that explores how modern life has become increasingly dominated by speed, urgency, and the compression of time.
- 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_69d81c5dd2d48190b7a5fc1e009de936 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de23a537d4819093c2bae2a244816a |
completed | April 14, 2026, 11:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c71ca8a881908ac02687fbfe62fb |
completed | May 3, 2026, 10:07 p.m. |
Created at: April 9, 2026, 10:15 p.m.