Triple

T1406174
Position Surface form Disambiguated ID Type / Status
Subject Berserker hypothesis E31696 entity
Predicate relatedTo P37 FINISHED
Object dark forest hypothesis
The dark forest hypothesis is a speculative explanation for the Fermi paradox that portrays the universe as a dangerous place where civilizations remain silent and hidden to avoid being detected and destroyed by potentially hostile others.
E161129 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: dark forest hypothesis | Statement: [Berserker hypothesis, relatedTo, dark forest hypothesis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: dark forest hypothesis
Context triple: [Berserker hypothesis, relatedTo, dark forest hypothesis]
  • 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. Eyes That See in the Dark
    Eyes That See in the Dark is a 1983 country-pop album by Kenny Rogers, best known for featuring the hit single "Islands in the Stream" written by the Bee Gees.
  • C. Seeing in the Dark
    "Seeing in the Dark" is a popular science book by Timothy Ferris that explores the history, culture, and personal experience of amateur astronomy and stargazing.
  • D. the Dark
    The Dark was a sobriquet for the ancient Greek philosopher Heraclitus, reflecting his notoriously obscure and enigmatic style of thought and writing.
  • E. 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.
  • 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: dark forest hypothesis
Triple: [Berserker hypothesis, relatedTo, dark forest hypothesis]
Generated description
The dark forest hypothesis is a speculative explanation for the Fermi paradox that portrays the universe as a dangerous place where civilizations remain silent and hidden to avoid being detected and destroyed by potentially hostile others.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: dark forest hypothesis
Target entity description: The dark forest hypothesis is a speculative explanation for the Fermi paradox that portrays the universe as a dangerous place where civilizations remain silent and hidden to avoid being detected and destroyed by potentially hostile others.
  • 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. Eyes That See in the Dark
    Eyes That See in the Dark is a 1983 country-pop album by Kenny Rogers, best known for featuring the hit single "Islands in the Stream" written by the Bee Gees.
  • C. Seeing in the Dark
    "Seeing in the Dark" is a popular science book by Timothy Ferris that explores the history, culture, and personal experience of amateur astronomy and stargazing.
  • D. the Dark
    The Dark was a sobriquet for the ancient Greek philosopher Heraclitus, reflecting his notoriously obscure and enigmatic style of thought and writing.
  • E. 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.
  • 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_69a49918e1f88190ba610f9dc8114578 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c3bc55a08190a4dfe13a5378aff3 completed March 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace5770ea08190ac91b47a4ed5bf35 completed March 8, 2026, 2:56 a.m.
NEDg Description generation batch_69ace62a94e88190883d25cdb748e8c1 completed March 8, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69ace68ab3788190bc3b55dd9a0fe267 completed March 8, 2026, 3:01 a.m.
Created at: March 1, 2026, 7:59 p.m.