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.