Triple

T1006158
Position Surface form Disambiguated ID Type / Status
Subject Graham Hancock E21716 entity
Predicate notableWork P4 FINISHED
Object Underworld: The Mysterious Origins of Civilization
Underworld: The Mysterious Origins of Civilization is a controversial non-fiction book that explores the idea of lost ancient civilizations submerged by rising sea levels at the end of the last Ice Age.
E118064 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: Underworld: The Mysterious Origins of Civilization | Statement: [Graham Hancock, notableWork, Underworld: The Mysterious Origins of Civilization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Underworld: The Mysterious Origins of Civilization
Context triple: [Graham Hancock, notableWork, Underworld: The Mysterious Origins of Civilization]
  • A. Fingerprints of the Gods
    Fingerprints of the Gods is a controversial pseudo-archaeological book by Graham Hancock that argues for the existence of a lost advanced civilization predating recorded history.
  • B. America Before: The Key to Earth's Lost Civilization
    America Before: The Key to Earth's Lost Civilization is a controversial non-fiction book by Graham Hancock that argues for the existence of an advanced, prehistoric civilization in the Americas long before conventional history acknowledges.
  • C. The Unconscious Civilization
    The Unconscious Civilization is a non-fiction book by Canadian philosopher John Ralston Saul that critiques modern corporate and consumer culture for undermining democracy and civic responsibility.
  • D. On the Making of Man
    On the Making of Man is a theological and philosophical treatise by Gregory of Nyssa that explores the creation, nature, and purpose of humanity within a Christian framework.
  • E. The Origin of the World
    The Origin of the World is an 1866 realist oil painting by Gustave Courbet that provocatively depicts a close-up view of a woman's genitals, challenging 19th-century artistic and social conventions.
  • 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: Underworld: The Mysterious Origins of Civilization
Triple: [Graham Hancock, notableWork, Underworld: The Mysterious Origins of Civilization]
Generated description
Underworld: The Mysterious Origins of Civilization is a controversial non-fiction book that explores the idea of lost ancient civilizations submerged by rising sea levels at the end of the last Ice Age.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Underworld: The Mysterious Origins of Civilization
Target entity description: Underworld: The Mysterious Origins of Civilization is a controversial non-fiction book that explores the idea of lost ancient civilizations submerged by rising sea levels at the end of the last Ice Age.
  • A. Fingerprints of the Gods chosen
    Fingerprints of the Gods is a controversial pseudo-archaeological book by Graham Hancock that argues for the existence of a lost advanced civilization predating recorded history.
  • B. America Before: The Key to Earth's Lost Civilization
    America Before: The Key to Earth's Lost Civilization is a controversial non-fiction book by Graham Hancock that argues for the existence of an advanced, prehistoric civilization in the Americas long before conventional history acknowledges.
  • C. The Unconscious Civilization
    The Unconscious Civilization is a non-fiction book by Canadian philosopher John Ralston Saul that critiques modern corporate and consumer culture for undermining democracy and civic responsibility.
  • D. On the Making of Man
    On the Making of Man is a theological and philosophical treatise by Gregory of Nyssa that explores the creation, nature, and purpose of humanity within a Christian framework.
  • E. The Origin of the World
    The Origin of the World is an 1866 realist oil painting by Gustave Courbet that provocatively depicts a close-up view of a woman's genitals, challenging 19th-century artistic and social conventions.
  • F. None of above.

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_69a493c53e648190ae8cb76c433fd9a7 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b51434f081909b301ad1c151af03 completed March 1, 2026, 9:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3ba7063c8190ba79e974cf38cdea completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3c41ab70819090084c508dbfd295 completed March 7, 2026, 2:54 p.m.
NED2 Entity disambiguation (via description) batch_69ac3cbb30d081909759df25c21eb275 completed March 7, 2026, 2:56 p.m.
Created at: March 1, 2026, 7:41 p.m.