Triple

T1006159
Position Surface form Disambiguated ID Type / Status
Subject Graham Hancock E21716 entity
Predicate notableWork P4 FINISHED
Object Supernatural: Meetings with the Ancient Teachers of Mankind
Supernatural: Meetings with the Ancient Teachers of Mankind is a non-fiction book by Graham Hancock that explores altered states of consciousness, shamanism, and visionary experiences as possible sources of ancient myths and encounters with otherworldly beings.
E118067 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: Supernatural: Meetings with the Ancient Teachers of Mankind | Statement: [Graham Hancock, notableWork, Supernatural: Meetings with the Ancient Teachers of Mankind]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Supernatural: Meetings with the Ancient Teachers of Mankind
Context triple: [Graham Hancock, notableWork, Supernatural: Meetings with the Ancient Teachers of Mankind]
  • A. An Encyclopedia of Claims, Frauds, and Hoaxes of the Occult and Supernatural
    An Encyclopedia of Claims, Frauds, and Hoaxes of the Occult and Supernatural is a reference book by skeptic and magician James Randi that critically examines and debunks a wide range of paranormal, occult, and supernatural claims.
  • B. Supernatural Thing
    "Supernatural Thing" is a 1975 funk and soul hit by Ben E. King known for its grooving bassline and danceable, upbeat style.
  • C. Rules for Discernment of Spirits
    Rules for Discernment of Spirits is a set of guidelines in Ignatian spirituality that helps individuals distinguish between influences that lead them toward or away from God in their interior life.
  • D. Cases of Conscience Concerning Evil Spirits
    Cases of Conscience Concerning Evil Spirits is a late 17th-century theological treatise addressing witchcraft and demonic influence, written in the context of the Salem witch trials.
  • E. Wonders of the Invisible World: Observations as Well Historical as Theological, upon the Nature, the Number, and the Operations of the Devils
    Wonders of the Invisible World: Observations as Well Historical as Theological, upon the Nature, the Number, and the Operations of the Devils is a 1693 work by Puritan minister Cotton Mather defending the Salem witch trials and expounding contemporary beliefs about witchcraft and demonic activity in New England.
  • 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: Supernatural: Meetings with the Ancient Teachers of Mankind
Triple: [Graham Hancock, notableWork, Supernatural: Meetings with the Ancient Teachers of Mankind]
Generated description
Supernatural: Meetings with the Ancient Teachers of Mankind is a non-fiction book by Graham Hancock that explores altered states of consciousness, shamanism, and visionary experiences as possible sources of ancient myths and encounters with otherworldly beings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Supernatural: Meetings with the Ancient Teachers of Mankind
Target entity description: Supernatural: Meetings with the Ancient Teachers of Mankind is a non-fiction book by Graham Hancock that explores altered states of consciousness, shamanism, and visionary experiences as possible sources of ancient myths and encounters with otherworldly beings.
  • A. An Encyclopedia of Claims, Frauds, and Hoaxes of the Occult and Supernatural
    An Encyclopedia of Claims, Frauds, and Hoaxes of the Occult and Supernatural is a reference book by skeptic and magician James Randi that critically examines and debunks a wide range of paranormal, occult, and supernatural claims.
  • B. Supernatural Thing
    "Supernatural Thing" is a 1975 funk and soul hit by Ben E. King known for its grooving bassline and danceable, upbeat style.
  • C. Rules for Discernment of Spirits
    Rules for Discernment of Spirits is a set of guidelines in Ignatian spirituality that helps individuals distinguish between influences that lead them toward or away from God in their interior life.
  • D. Cases of Conscience Concerning Evil Spirits
    Cases of Conscience Concerning Evil Spirits is a late 17th-century theological treatise addressing witchcraft and demonic influence, written in the context of the Salem witch trials.
  • E. Wonders of the Invisible World: Observations as Well Historical as Theological, upon the Nature, the Number, and the Operations of the Devils
    Wonders of the Invisible World: Observations as Well Historical as Theological, upon the Nature, the Number, and the Operations of the Devils is a 1693 work by Puritan minister Cotton Mather defending the Salem witch trials and expounding contemporary beliefs about witchcraft and demonic activity in New England.
  • 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_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_69ac2a21034081908ce6eb7d9827aba2 completed March 7, 2026, 1:37 p.m.
NEDg Description generation batch_69ac2a6dedb88190b2943c056d99e02f completed March 7, 2026, 1:38 p.m.
NED2 Entity disambiguation (via description) batch_69ac2ae2a5748190ba518f29d7564822 completed March 7, 2026, 1:40 p.m.
Created at: March 1, 2026, 7:41 p.m.