Triple
T3166334
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mauro F. Guillén |
E66219
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E333992
|
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: 2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything | Statement: [Mauro F. Guillén, notableWork, 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: [Mauro F. Guillén, notableWork, 2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything]
-
A.
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.
-
B.
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.
-
C.
The Decline and Rise of the Consumer
"The Decline and Rise of the Consumer" is a work by philosopher and cultural pluralism advocate Horace M. Kallen that examines the role, power, and rights of consumers within modern industrial and democratic society.
-
D.
The Future of Power
The Future of Power is a book by political scientist Joseph S. Nye Jr. that analyzes how globalization and technological change are transforming the nature and distribution of power in international relations.
-
E.
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.
- 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: 2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything Triple: [Mauro F. Guillén, notableWork, 2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 2030: How Today’s Biggest Trends Will Collide and Reshape the Future of Everything Target entity description: "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.
-
A.
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.
-
B.
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.
-
C.
The Decline and Rise of the Consumer
"The Decline and Rise of the Consumer" is a work by philosopher and cultural pluralism advocate Horace M. Kallen that examines the role, power, and rights of consumers within modern industrial and democratic society.
-
D.
The Future of Power
The Future of Power is a book by political scientist Joseph S. Nye Jr. that analyzes how globalization and technological change are transforming the nature and distribution of power in international relations.
-
E.
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.
- 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_69ad8585d7988190af37365331093ccd |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada643e3e481908f4526d66e36e150 |
completed | March 8, 2026, 4:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b235e108cc81909d5733bd00cb0bee |
completed | March 12, 2026, 3:41 a.m. |
| NEDg | Description generation | batch_69b2372a54a481908a4a954b8986aad7 |
completed | March 12, 2026, 3:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b23806a3c8819096069982b3612730 |
completed | March 12, 2026, 3:50 a.m. |
Created at: March 8, 2026, 3:06 p.m.