Triple
T22235413
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge Analytica |
E549579
|
entity |
| Predicate | employed |
P7
|
FINISHED |
| Object |
Christopher Wylie
Christopher Wylie is a Canadian data consultant and whistleblower best known for exposing the Facebook–Cambridge Analytica data scandal.
|
E1526227
|
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: 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.
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: Christopher Wylie Triple: [Cambridge Analytica, employed, Christopher Wylie]
Generated description
Christopher Wylie is a Canadian data consultant and whistleblower best known for exposing the Facebook–Cambridge Analytica data scandal.
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 (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_69e11e4102b881909cf47d3768e25c19 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12bf6d74c8190a1d8d8fc24a06bd1 |
completed | April 28, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0aae7b808c819091638601515b9737 |
completed | May 18, 2026, 6:15 a.m. |
| NEDg | Description generation | batch_6a0ab14691dc81909765edd58c3dd719 |
completed | May 18, 2026, 6:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ab21edc4c8190b48a21e9594e6d35 |
completed | May 18, 2026, 6:30 a.m. |
Created at: April 16, 2026, 8:38 p.m.