Triple
T4167266
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | World Expo 88 |
E84475
|
entity |
| Predicate | theme |
P261
|
FINISHED |
| Object |
Leisure in the Age of Technology
"Leisure in the Age of Technology" was the central theme of World Expo 88, highlighting how emerging technologies were transforming recreation, entertainment, and everyday life.
|
E418238
|
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: Leisure in the Age of Technology | Statement: [World Expo 88, theme, Leisure in the Age of Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leisure in the Age of Technology Context triple: [World Expo 88, theme, Leisure in the Age of Technology]
-
A.
Between Two Ages: America's Role in the Technetronic Era
"Between Two Ages: America's Role in the Technetronic Era" is a 1970 geopolitical and futurist analysis in which Zbigniew Brzezinski explores how emerging technologies and global interdependence would transform politics, society, and U.S. power.
-
B.
Release 2.0: A Design for Living in the Digital Age
"Release 2.0: A Design for Living in the Digital Age" is a book by technology analyst Esther Dyson that explores how the emerging digital revolution reshapes society, business, and personal life.
-
C.
Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity
"Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity" is a historical and economic analysis that examines how technological advances have shaped inequality, political power, and shared prosperity over the past millennium.
-
D.
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.
-
E.
The Abolition of Work
The Abolition of Work is a 1985 anarchist essay by Bob Black that critiques wage labor and advocates for a society organized around voluntary play instead of compulsory work.
- 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: Leisure in the Age of Technology Triple: [World Expo 88, theme, Leisure in the Age of Technology]
Generated description
"Leisure in the Age of Technology" was the central theme of World Expo 88, highlighting how emerging technologies were transforming recreation, entertainment, and everyday life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leisure in the Age of Technology Target entity description: "Leisure in the Age of Technology" was the central theme of World Expo 88, highlighting how emerging technologies were transforming recreation, entertainment, and everyday life.
-
A.
Between Two Ages: America's Role in the Technetronic Era
"Between Two Ages: America's Role in the Technetronic Era" is a 1970 geopolitical and futurist analysis in which Zbigniew Brzezinski explores how emerging technologies and global interdependence would transform politics, society, and U.S. power.
-
B.
Release 2.0: A Design for Living in the Digital Age
"Release 2.0: A Design for Living in the Digital Age" is a book by technology analyst Esther Dyson that explores how the emerging digital revolution reshapes society, business, and personal life.
-
C.
Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity
"Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity" is a historical and economic analysis that examines how technological advances have shaped inequality, political power, and shared prosperity over the past millennium.
-
D.
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.
-
E.
The Abolition of Work
The Abolition of Work is a 1985 anarchist essay by Bob Black that critiques wage labor and advocates for a society organized around voluntary play instead of compulsory work.
- 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_69aed932cab48190b80ffe35f7029ae1 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02c43a7481909eed7cb8c14deb0c |
completed | March 9, 2026, 5:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f4a022c819092b5489aa47f430c |
completed | March 14, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_69b5800ab42c8190a1bc6f84db38f170 |
completed | March 14, 2026, 3:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5843d6ac88190804242661d077546 |
completed | March 14, 2026, 3:52 p.m. |
Created at: March 9, 2026, 3:44 p.m.