Triple
T12810936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mark Vicente |
E306267
|
entity |
| Predicate | involvedIn |
P149
|
FINISHED |
| Object |
NXIVM
NXIVM was a purported self-help organization that operated as a secretive cult and was later exposed as a criminal enterprise involved in sex trafficking, coercion, and racketeering.
|
E1005056
|
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: NXIVM | Statement: [Mark Vicente, involvedIn, NXIVM]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NXIVM Context triple: [Mark Vicente, involvedIn, NXIVM]
-
A.
Scientology
Scientology is a controversial modern religion founded by L. Ron Hubbard that combines elements of self-help, science fiction, and spiritual counseling practices.
-
B.
Scientology TV network
Scientology TV network is a television channel operated by the Church of Scientology that broadcasts programming promoting its beliefs, practices, and activities.
-
C.
Cults
Cults is a suburban residential area on the western edge of Aberdeen, Scotland, known for its affluent character and proximity to the River Dee.
-
D.
QAnon
QAnon is a far-right conspiracy theory movement centered on anonymous online posts alleging a secret cabal and a coming political reckoning, which has inspired real-world activism and extremist behavior.
-
E.
Church of Scientology
The Church of Scientology is a controversial religious organization and movement known for its unique spiritual doctrines, celebrity members, and aggressive legal and public-relations strategies.
- 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: NXIVM Triple: [Mark Vicente, involvedIn, NXIVM]
Generated description
NXIVM was a purported self-help organization that operated as a secretive cult and was later exposed as a criminal enterprise involved in sex trafficking, coercion, and racketeering.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NXIVM Target entity description: NXIVM was a purported self-help organization that operated as a secretive cult and was later exposed as a criminal enterprise involved in sex trafficking, coercion, and racketeering.
-
A.
Scientology
Scientology is a controversial modern religion founded by L. Ron Hubbard that combines elements of self-help, science fiction, and spiritual counseling practices.
-
B.
Scientology TV network
Scientology TV network is a television channel operated by the Church of Scientology that broadcasts programming promoting its beliefs, practices, and activities.
-
C.
Cults
Cults is a suburban residential area on the western edge of Aberdeen, Scotland, known for its affluent character and proximity to the River Dee.
-
D.
QAnon
QAnon is a far-right conspiracy theory movement centered on anonymous online posts alleging a secret cabal and a coming political reckoning, which has inspired real-world activism and extremist behavior.
-
E.
Church of Scientology
The Church of Scientology is a controversial religious organization and movement known for its unique spiritual doctrines, celebrity members, and aggressive legal and public-relations strategies.
- 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_69d7bdf46c448190b1faa55aaacb6317 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e817598819080fdd61e9d61236e |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68ec89eb081909915af6e2216e0a2 |
completed | May 2, 2026, 11:54 p.m. |
| NEDg | Description generation | batch_69f68fb6790881908c1d6f53b54906a2 |
completed | May 2, 2026, 11:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f690c0bd208190bd1f04a9640ad1ce |
completed | May 3, 2026, 12:03 a.m. |
Created at: April 9, 2026, 5:31 p.m.