Triple
T8396928
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martin Rees |
E198074
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
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.
|
E730534
|
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: On the Future: Prospects for Humanity | Statement: [Martin Rees, hasWritten, On the Future: Prospects for Humanity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: On the Future: Prospects for Humanity Context triple: [Martin Rees, hasWritten, On the Future: Prospects for Humanity]
-
A.
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.
-
B.
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.
-
C.
The Next Million Years
The Next Million Years is a 1952 book by physicist Charles Galton Darwin that speculates on the long-term future and evolution of human society using principles of population dynamics and heredity.
-
D.
The Conquest of Space and the Stature of Man
"The Conquest of Space and the Stature of Man" is an essay by political theorist Hannah Arendt that reflects on how modern space exploration and technological power transform humanity’s self-understanding and place in the universe.
-
E.
The Ascent of Man
The Ascent of Man is a landmark 1973 BBC documentary series and accompanying book by Jacob Bronowski that traces the development of human civilization through the lens of science, culture, and intellectual progress.
- 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: On the Future: Prospects for Humanity Triple: [Martin Rees, hasWritten, On the Future: Prospects for Humanity]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: On the Future: Prospects for Humanity Target entity description: "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.
-
A.
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.
-
B.
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.
-
C.
The Next Million Years
The Next Million Years is a 1952 book by physicist Charles Galton Darwin that speculates on the long-term future and evolution of human society using principles of population dynamics and heredity.
-
D.
The Conquest of Space and the Stature of Man
"The Conquest of Space and the Stature of Man" is an essay by political theorist Hannah Arendt that reflects on how modern space exploration and technological power transform humanity’s self-understanding and place in the universe.
-
E.
The Ascent of Man
The Ascent of Man is a landmark 1973 BBC documentary series and accompanying book by Jacob Bronowski that traces the development of human civilization through the lens of science, culture, and intellectual progress.
- 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_69ca82f816bc8190ab321c07d72208c1 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb818893348190a6ea2ff6a2e3e491 |
completed | March 31, 2026, 8:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cde867d21c8190b066a6c88273ec5a |
completed | April 2, 2026, 3:54 a.m. |
| NEDg | Description generation | batch_69cdebfd60188190a1681344e2bf1e9e |
completed | April 2, 2026, 4:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cded2fa42c8190bfbfc79caf38bf8e |
completed | April 2, 2026, 4:14 a.m. |
Created at: March 30, 2026, 6:04 p.m.