Triple
T16411648
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael A. Hoffman II |
E398580
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Secret Societies and Psychological Warfare
Secret Societies and Psychological Warfare is a controversial book by Michael A. Hoffman II that explores alleged occult symbolism, hidden power structures, and psychological manipulation in modern society.
|
E1212013
|
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: Secret Societies and Psychological Warfare | Statement: [Michael A. Hoffman II, notableWork, Secret Societies and Psychological Warfare]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Secret Societies and Psychological Warfare Context triple: [Michael A. Hoffman II, notableWork, Secret Societies and Psychological Warfare]
-
A.
Psychic Terrorism
"Psychic Terrorism" is an album by British rock band Wishbone Ash that showcases their later-era blend of melodic rock and progressive influences.
-
B.
Poisoner in Chief: Sidney Gottlieb and the CIA Search for Mind Control
"Poisoner in Chief: Sidney Gottlieb and the CIA Search for Mind Control" is a nonfiction book by Stephen Kinzer that investigates the life of CIA chemist Sidney Gottlieb and his central role in the agency’s secret MK-Ultra mind control experiments.
-
C.
Esoteric Orders and Their Work
Esoteric Orders and Their Work is a classic occult text by Dion Fortune that explains the structure, purpose, and inner workings of Western esoteric and magical organizations.
-
D.
The Great Conspiracy: Its Origin and History
"The Great Conspiracy: Its Origin and History" is a historical work by Union General and politician John Alexander Logan that analyzes the causes, development, and political context of the American Civil War.
-
E.
Psychic Self-Defense
Psychic Self-Defense is an influential occult manual by Dion Fortune that outlines methods for recognizing and protecting oneself against alleged psychic and metaphysical attacks.
- 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: Secret Societies and Psychological Warfare Triple: [Michael A. Hoffman II, notableWork, Secret Societies and Psychological Warfare]
Generated description
Secret Societies and Psychological Warfare is a controversial book by Michael A. Hoffman II that explores alleged occult symbolism, hidden power structures, and psychological manipulation in modern society.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Secret Societies and Psychological Warfare Target entity description: Secret Societies and Psychological Warfare is a controversial book by Michael A. Hoffman II that explores alleged occult symbolism, hidden power structures, and psychological manipulation in modern society.
-
A.
Psychic Terrorism
"Psychic Terrorism" is an album by British rock band Wishbone Ash that showcases their later-era blend of melodic rock and progressive influences.
-
B.
Poisoner in Chief: Sidney Gottlieb and the CIA Search for Mind Control
"Poisoner in Chief: Sidney Gottlieb and the CIA Search for Mind Control" is a nonfiction book by Stephen Kinzer that investigates the life of CIA chemist Sidney Gottlieb and his central role in the agency’s secret MK-Ultra mind control experiments.
-
C.
Esoteric Orders and Their Work
Esoteric Orders and Their Work is a classic occult text by Dion Fortune that explains the structure, purpose, and inner workings of Western esoteric and magical organizations.
-
D.
The Great Conspiracy: Its Origin and History
"The Great Conspiracy: Its Origin and History" is a historical work by Union General and politician John Alexander Logan that analyzes the causes, development, and political context of the American Civil War.
-
E.
Psychic Self-Defense
Psychic Self-Defense is an influential occult manual by Dion Fortune that outlines methods for recognizing and protecting oneself against alleged psychic and metaphysical attacks.
- 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_69d87f2950248190bc8ad9b9bebdc8c8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32874a0cc8190874aea10b1d13004 |
completed | April 18, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c66d41481909340f247f6e5393f |
completed | May 10, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_6a003f2971bc819099f9b6800885bb5f |
completed | May 10, 2026, 8:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003ff96b3081909bcef37c77c0c5b1 |
completed | May 10, 2026, 8:21 a.m. |
Created at: April 10, 2026, 5:09 a.m.