Triple

T22235413
Position Surface form Disambiguated ID Type / Status
Subject Cambridge Analytica E549579 entity
Predicate employed P7 FINISHED
Object Christopher Wylie — NE NERFINISHED

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: Christopher Wylie | Statement: [Cambridge Analytica, employed, Christopher Wylie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Christopher Wylie
Context triple: [Cambridge Analytica, employed, Christopher Wylie]
  • A. Christian Ward
    Christian Ward is a character in the Marvel Cinematic Universe, known as Grant Ward’s older brother and a politically influential figure whose complex family history shapes Grant’s backstory.
  • B. David Preiss
    David Preiss is a distinguished mathematician known for his influential contributions to geometric measure theory and real analysis.
  • C. Alex Williams
    Alex Williams is a creationist author known for co-writing works on cosmology and biblical creation with physicist John J. Hartnett.
  • D. Christopher Boyce
    Christopher Boyce is a former American defense industry employee who became notorious for spying for the Soviet Union in the 1970s, an episode later dramatized in the film "The Falcon and the Snowman."
  • E. Peter Hawkins
    Peter Hawkins was a British voice actor best known for originating the iconic voices of the Daleks in the classic Doctor Who television series.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Christopher Wylie
Target entity description: Christopher Wylie is a Canadian data consultant and whistleblower best known for exposing the Facebook–Cambridge Analytica data scandal.
  • A. Christian Ward
    Christian Ward is a character in the Marvel Cinematic Universe, known as Grant Ward’s older brother and a politically influential figure whose complex family history shapes Grant’s backstory.
  • B. David Preiss
    David Preiss is a distinguished mathematician known for his influential contributions to geometric measure theory and real analysis.
  • C. Alex Williams
    Alex Williams is a creationist author known for co-writing works on cosmology and biblical creation with physicist John J. Hartnett.
  • D. Christopher Boyce
    Christopher Boyce is a former American defense industry employee who became notorious for spying for the Soviet Union in the 1970s, an episode later dramatized in the film "The Falcon and the Snowman."
  • E. Peter Hawkins
    Peter Hawkins was a British voice actor best known for originating the iconic voices of the Daleks in the classic Doctor Who television series.
  • F. None of above. chosen

Provenance (2 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_69e11e4102b881909cf47d3768e25c19 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12bf6d74c8190a1d8d8fc24a06bd1 completed April 28, 2026, 9:51 p.m.
Created at: April 16, 2026, 8:38 p.m.