Triple
T8072503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Niklas Boström |
E188407
|
entity |
| Predicate | notableIdea |
P4
|
FINISHED |
| Object |
vulnerable world hypothesis
The vulnerable world hypothesis is a speculative idea in risk theory suggesting that technological progress may eventually make it easy for small groups or individuals to cause catastrophic harm, potentially rendering modern civilization extremely fragile.
|
E708979
|
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: vulnerable world hypothesis | Statement: [Niklas Boström, notableIdea, vulnerable world hypothesis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: vulnerable world hypothesis Context triple: [Niklas Boström, notableIdea, vulnerable world hypothesis]
-
A.
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.
-
B.
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.
-
C.
Security of the First World
"Security of the First World" is an instrumental track by Public Enemy known for its hard-hitting beats and politically charged atmosphere, featured on their landmark hip-hop album "It Takes a Nation of Millions to Hold Us Back."
-
D.
Rare Earth hypothesis
The Rare Earth hypothesis argues that while simple life may be common in the universe, the combination of conditions needed for complex, intelligent life is so improbable that Earth-like civilizations are exceedingly rare.
-
E.
Centre for Contingency Planning
The Centre for Contingency Planning is a specialized unit within Norway’s public health system that prepares for and coordinates responses to health emergencies and crises.
- 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: vulnerable world hypothesis Triple: [Niklas Boström, notableIdea, vulnerable world hypothesis]
Generated description
The vulnerable world hypothesis is a speculative idea in risk theory suggesting that technological progress may eventually make it easy for small groups or individuals to cause catastrophic harm, potentially rendering modern civilization extremely fragile.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: vulnerable world hypothesis Target entity description: The vulnerable world hypothesis is a speculative idea in risk theory suggesting that technological progress may eventually make it easy for small groups or individuals to cause catastrophic harm, potentially rendering modern civilization extremely fragile.
-
A.
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.
-
B.
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.
-
C.
Security of the First World
"Security of the First World" is an instrumental track by Public Enemy known for its hard-hitting beats and politically charged atmosphere, featured on their landmark hip-hop album "It Takes a Nation of Millions to Hold Us Back."
-
D.
Rare Earth hypothesis
The Rare Earth hypothesis argues that while simple life may be common in the universe, the combination of conditions needed for complex, intelligent life is so improbable that Earth-like civilizations are exceedingly rare.
-
E.
Centre for Contingency Planning
The Centre for Contingency Planning is a specialized unit within Norway’s public health system that prepares for and coordinates responses to health emergencies and crises.
- 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_69ca82b50c708190863f661d438e68df |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb40482200819086c639f64c01fbb5 |
completed | March 31, 2026, 3:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc63ecb04881909b1849dc4ef7c2bc |
completed | April 1, 2026, 12:16 a.m. |
| NEDg | Description generation | batch_69cc651c5f788190908c6d84c58cba0f |
completed | April 1, 2026, 12:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc664d69a08190b92e34a0e1de48a7 |
completed | April 1, 2026, 12:26 a.m. |
Created at: March 30, 2026, 5:27 p.m.