Triple

T34867652
Position Surface form Disambiguated ID Type / Status
Subject NXIVM E1005056 entity
Predicate hasSecretSubgroup P201365 FINISHED
Object DOS
DOS was a clandestine, women-only subgroup within the NXIVM organization that operated as a master–slave “sorority” and became notorious for its abusive, coercive practices.
 E2115979 NE FINISHED

How this triple was built (3 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: DOS | Statement: [NXIVM, hasSecretSubgroup, DOS]
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: DOS
Triple: [NXIVM, hasSecretSubgroup, DOS]
Generated description
DOS was a clandestine, women-only subgroup within the NXIVM organization that operated as a master–slave “sorority” and became notorious for its abusive, coercive practices.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasSecretSubgroup
Context triple: [NXIVM, hasSecretSubgroup, DOS]
  • A. hasSpecialSubgroup
    Indicates that an entity includes or is associated with a particular subgroup that has distinctive or exceptional properties compared to its other subgroups.
  • B. hasSecretLevel
    Indicates that an entity is associated with a particular secrecy or security classification level.
  • C. haveSubgroups
    Indicates that an entity is organized into smaller constituent groups that are part of it.
  • D. hasSubgroupStatus
    Indicates that one group holds a specific status or classification as a subgroup within a larger group or organization.
  • E. revealedAsSubgroupOf
    Indicates that one group has been newly identified or exposed as being a subgroup or subset of another group.
  • F. None of above. chosen

Provenance (7 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_69f76dbb678081909a247b9b5e1a73ac completed May 3, 2026, 3:46 p.m.
NER Named-entity recognition batch_69ffed8912488190baa05f572e5b1b89 completed May 10, 2026, 2:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a377962cc3c819096b51a23ee354560 completed June 21, 2026, 5:40 a.m.
NEDg Description generation batch_6a377de5e8008190b521e7cd4b53544c completed June 21, 2026, 6 a.m.
NED2 Entity disambiguation (via description) batch_6a377e71b3c48190ac4a66f8623ae361 completed June 21, 2026, 6:02 a.m.
PD Predicate disambiguation batch_69ffed12a76c8190ad85c6ac869c72e9 completed May 10, 2026, 2:27 a.m.
PDg Predicate description generation batch_69ffed884b908190b12422c790b1525e completed May 10, 2026, 2:29 a.m.
Created at: May 3, 2026, 4 p.m.