Triple

T12810942
Position Surface form Disambiguated ID Type / Status
Subject Mark Vicente E306267 entity
Predicate collaboratedWith P435 FINISHED
Object Keith Raniere
Keith Raniere is the founder of the self-improvement organization NXIVM, which was later exposed as a cult involved in sex trafficking and racketeering.
E1005058 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: Keith Raniere | Statement: [Mark Vicente, collaboratedWith, Keith Raniere]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Keith Raniere
Context triple: [Mark Vicente, collaboratedWith, Keith Raniere]
  • A. Christopher Massie
    Christopher Massie was an author whose work served as the literary basis for the film "Love Letters."
  • B. Charles Richard Fairey
    Charles Richard Fairey was a British aircraft designer and industrialist best known as the founder of the Fairey Aviation Company, a major producer of military aircraft in the early to mid-20th century.
  • C. Michael Redstone
    Michael Redstone was an American businessman best known as the patriarch of the Redstone family and the original builder of the theater-chain empire that evolved into media conglomerate National Amusements.
  • D. Byron Tiller
    Byron Tiller is the struggling novelist-turned-escort protagonist of the film "The Man from Elysian Fields," whose moral conflicts drive the story’s exploration of ambition, compromise, and redemption.
  • E. Ed Kemper
    Ed Kemper is an American serial killer and necrophile, known for murdering his grandparents, mother, and several young women in the 1960s and 1970s, and for later cooperating extensively with FBI profilers.
  • 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: Keith Raniere
Triple: [Mark Vicente, collaboratedWith, Keith Raniere]
Generated description
Keith Raniere is the founder of the self-improvement organization NXIVM, which was later exposed as a cult involved in sex trafficking and racketeering.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Keith Raniere
Target entity description: Keith Raniere is the founder of the self-improvement organization NXIVM, which was later exposed as a cult involved in sex trafficking and racketeering.
  • A. Christopher Massie
    Christopher Massie was an author whose work served as the literary basis for the film "Love Letters."
  • B. Charles Richard Fairey
    Charles Richard Fairey was a British aircraft designer and industrialist best known as the founder of the Fairey Aviation Company, a major producer of military aircraft in the early to mid-20th century.
  • C. Michael Redstone
    Michael Redstone was an American businessman best known as the patriarch of the Redstone family and the original builder of the theater-chain empire that evolved into media conglomerate National Amusements.
  • D. Byron Tiller
    Byron Tiller is the struggling novelist-turned-escort protagonist of the film "The Man from Elysian Fields," whose moral conflicts drive the story’s exploration of ambition, compromise, and redemption.
  • E. Ed Kemper
    Ed Kemper is an American serial killer and necrophile, known for murdering his grandparents, mother, and several young women in the 1960s and 1970s, and for later cooperating extensively with FBI profilers.
  • 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.