Triple
T14327792
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Why the Future Doesn’t Need Us |
E355256
|
entity |
| Predicate | discusses |
P450
|
FINISHED |
| Object |
Gray Goo scenario
The Gray Goo scenario is a hypothetical doomsday vision in which self-replicating nanomachines consume all matter on Earth while endlessly copying themselves.
|
E1094287
|
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: Gray Goo scenario | Statement: [Why the Future Doesn’t Need Us, discusses, Gray Goo scenario]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gray Goo scenario Context triple: [Why the Future Doesn’t Need Us, discusses, Gray Goo scenario]
-
A.
Berserker hypothesis
The Berserker hypothesis is a proposed solution to the Fermi paradox suggesting that self-replicating killer probes or hostile civilizations systematically destroy emerging intelligent life in the galaxy, explaining our apparent cosmic silence.
-
B.
Great Filter
The Great Filter is a proposed explanation for the Fermi paradox suggesting that one or more extremely improbable steps in the evolution of life or civilizations drastically limit the number of advanced, spacefaring societies in the universe.
-
C.
Omega Point
Omega Point is Pierre Teilhard de Chardin’s theological-philosophical concept of a final stage of cosmic evolution in which consciousness and the universe converge in ultimate unity with the divine.
-
D.
Global Catastrophic Risks
Global Catastrophic Risks is an edited academic volume that systematically examines threats capable of causing worldwide devastation or human extinction, along with strategies for assessing and mitigating them.
-
E.
von Neumann probe
A von Neumann probe is a hypothetical self-replicating spacecraft designed to explore and potentially colonize the galaxy by using local materials to create copies of itself.
- 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: Gray Goo scenario Triple: [Why the Future Doesn’t Need Us, discusses, Gray Goo scenario]
Generated description
The Gray Goo scenario is a hypothetical doomsday vision in which self-replicating nanomachines consume all matter on Earth while endlessly copying themselves.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gray Goo scenario Target entity description: The Gray Goo scenario is a hypothetical doomsday vision in which self-replicating nanomachines consume all matter on Earth while endlessly copying themselves.
-
A.
Berserker hypothesis
The Berserker hypothesis is a proposed solution to the Fermi paradox suggesting that self-replicating killer probes or hostile civilizations systematically destroy emerging intelligent life in the galaxy, explaining our apparent cosmic silence.
-
B.
Great Filter
The Great Filter is a proposed explanation for the Fermi paradox suggesting that one or more extremely improbable steps in the evolution of life or civilizations drastically limit the number of advanced, spacefaring societies in the universe.
-
C.
Omega Point
Omega Point is Pierre Teilhard de Chardin’s theological-philosophical concept of a final stage of cosmic evolution in which consciousness and the universe converge in ultimate unity with the divine.
-
D.
Global Catastrophic Risks
Global Catastrophic Risks is an edited academic volume that systematically examines threats capable of causing worldwide devastation or human extinction, along with strategies for assessing and mitigating them.
-
E.
von Neumann probe
A von Neumann probe is a hypothetical self-replicating spacecraft designed to explore and potentially colonize the galaxy by using local materials to create copies of itself.
- 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_69d8278fa2108190bc0d0e7939c1eb03 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8c1c3e70819084b6728ac5c18561 |
completed | April 14, 2026, 6:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd46927af48190b91095d852fcacbe |
completed | May 8, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69fd47fa764c8190b1d691f5847b7a05 |
completed | May 8, 2026, 2:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd492226888190a014b23e506ab19c |
completed | May 8, 2026, 2:23 a.m. |
Created at: April 10, 2026, 1:13 a.m.