Triple
T8494536
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robot Visions |
E201063
|
entity |
| Predicate | containsWork |
P2011
|
FINISHED |
| Object |
The Future of Humanity (essay)
"The Future of Humanity" is an essay by Isaac Asimov that explores the long-term prospects and potential evolution of the human species, often in the context of technological and space-faring advancement.
|
E737320
|
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: The Future of Humanity (essay) | Statement: [Robot Visions, containsWork, The Future of Humanity (essay)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Future of Humanity (essay) Context triple: [Robot Visions, containsWork, The Future of Humanity (essay)]
-
A.
On the Future: Prospects for Humanity
"On the Future: Prospects for Humanity" is a nonfiction book by astrophysicist Martin Rees that explores the major scientific, technological, and existential challenges and opportunities facing humanity in the coming centuries.
-
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.
Future of Humanity Institute
The Future of Humanity Institute is an interdisciplinary research center at the University of Oxford that studies big-picture questions about humanity’s long-term prospects, global catastrophic risks, and the impact of emerging technologies.
-
D.
The Challenge of the Future
"The Challenge of the Future" is a key chapter in Peter Thiel’s book *Zero to One* that outlines how bold, innovative thinking and the creation of truly new technologies are essential for shaping a better future.
-
E.
No Time Like the Future: An Optimist Considers Mortality
"No Time Like the Future: An Optimist Considers Mortality" is Michael J. Fox’s reflective memoir that candidly explores his experiences with Parkinson’s disease, aging, and resilience while maintaining his characteristic humor and optimism.
- 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: The Future of Humanity (essay) Triple: [Robot Visions, containsWork, The Future of Humanity (essay)]
Generated description
"The Future of Humanity" is an essay by Isaac Asimov that explores the long-term prospects and potential evolution of the human species, often in the context of technological and space-faring advancement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Future of Humanity (essay) Target entity description: "The Future of Humanity" is an essay by Isaac Asimov that explores the long-term prospects and potential evolution of the human species, often in the context of technological and space-faring advancement.
-
A.
On the Future: Prospects for Humanity
"On the Future: Prospects for Humanity" is a nonfiction book by astrophysicist Martin Rees that explores the major scientific, technological, and existential challenges and opportunities facing humanity in the coming centuries.
-
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.
Future of Humanity Institute
The Future of Humanity Institute is an interdisciplinary research center at the University of Oxford that studies big-picture questions about humanity’s long-term prospects, global catastrophic risks, and the impact of emerging technologies.
-
D.
The Challenge of the Future
"The Challenge of the Future" is a key chapter in Peter Thiel’s book *Zero to One* that outlines how bold, innovative thinking and the creation of truly new technologies are essential for shaping a better future.
-
E.
No Time Like the Future: An Optimist Considers Mortality
"No Time Like the Future: An Optimist Considers Mortality" is Michael J. Fox’s reflective memoir that candidly explores his experiences with Parkinson’s disease, aging, and resilience while maintaining his characteristic humor and optimism.
- 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_69ca831ee390819095fae73400bbfafc |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe57c01f881908cb77c8c834ac08d |
completed | March 31, 2026, 3:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce3a6117988190b8c667d4263f3e86 |
completed | April 2, 2026, 9:44 a.m. |
| NEDg | Description generation | batch_69ce3d0323248190a076a209df98c96c |
completed | April 2, 2026, 9:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce3d7909f48190a46f58fca75d7740 |
completed | April 2, 2026, 9:57 a.m. |
Created at: March 30, 2026, 6:13 p.m.