Triple
T20866311
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Future Shock |
E513770
|
entity |
| Predicate | basedOn |
P98
|
FINISHED |
| Object | novel "Future Shock" by Alvin Toffler |
—
|
NE NERFINISHED |
How this triple was built (3 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: novel "Future Shock" by Alvin Toffler | Statement: [Future Shock, basedOn, novel "Future Shock" by Alvin Toffler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: novel "Future Shock" by Alvin Toffler Context triple: [Future Shock, basedOn, novel "Future Shock" by Alvin Toffler]
-
A.
If Then: How the Simulmatics Corporation Invented the Future
"If Then: How the Simulmatics Corporation Invented the Future" is a historical nonfiction book by Jill Lepore that examines an early data analytics company and its pioneering—and troubling—role in the development of political prediction, targeted advertising, and surveillance capitalism.
-
B.
novel Vision of the Future
"Vision of the Future" is a Star Wars Expanded Universe novel by Timothy Zahn that concludes the Hand of Thrawn duology, prominently featuring Luke Skywalker and Mara Jade.
-
C.
novel "Mona Lisa Overdrive"
"Mona Lisa Overdrive" is a 1988 cyberpunk science fiction novel by William Gibson that concludes his Sprawl trilogy, exploring interconnected stories of hackers, artificial intelligences, and corporate power in a high-tech future.
-
D.
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.
-
E.
novel "Count Zero"
"Count Zero" is a 1986 cyberpunk novel by William Gibson that continues the Sprawl trilogy, exploring corporate power, artificial intelligence, and virtual reality in a dystopian near-future.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: novel "Future Shock" by Alvin Toffler Target entity description: The novel "Future Shock" by Alvin Toffler is a seminal work of speculative social commentary that explores the psychological and societal impacts of rapid technological and cultural change.
-
A.
If Then: How the Simulmatics Corporation Invented the Future
"If Then: How the Simulmatics Corporation Invented the Future" is a historical nonfiction book by Jill Lepore that examines an early data analytics company and its pioneering—and troubling—role in the development of political prediction, targeted advertising, and surveillance capitalism.
-
B.
novel Vision of the Future
"Vision of the Future" is a Star Wars Expanded Universe novel by Timothy Zahn that concludes the Hand of Thrawn duology, prominently featuring Luke Skywalker and Mara Jade.
-
C.
novel "Mona Lisa Overdrive"
"Mona Lisa Overdrive" is a 1988 cyberpunk science fiction novel by William Gibson that concludes his Sprawl trilogy, exploring interconnected stories of hackers, artificial intelligences, and corporate power in a high-tech future.
-
D.
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.
-
E.
novel "Count Zero"
"Count Zero" is a 1986 cyberpunk novel by William Gibson that continues the Sprawl trilogy, exploring corporate power, artificial intelligence, and virtual reality in a dystopian near-future.
- F. None of above. chosen
Provenance (2 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_69e0b4f675cc8190b4e745225b62eb66 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c460807c8190a337d8cc6c7b1438 |
completed | April 21, 2026, 12:27 a.m. |
Created at: April 16, 2026, 12:45 p.m.