Out of My Depth
E616513
Out of My Depth is a memoir by Anne Darwin recounting her involvement in and perspective on the infamous "canoe man" insurance fraud scandal orchestrated by her husband John Darwin.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Out of My Depth canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T6744009 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Out of My Depth Context triple: [Anne Darwin, hasWritten, Out of My Depth]
-
A.
Off the Deep End
Off the Deep End is a 1992 comedy album by "Weird Al" Yankovic best known for its parody of Nirvana's "Smells Like Teen Spirit" and its spoof of the Nevermind cover art.
-
B.
Waist Deep
Waist Deep is a 2006 action-crime drama film about an ex-convict’s desperate attempt to rescue his kidnapped son amid gang violence in Los Angeles.
-
C.
Down in the Depths
"Down in the Depths" is a classic Cole Porter torch song, best known through jazz and pop vocal interpretations such as Ella Fitzgerald’s.
-
D.
Beneath the Surface
"Beneath the Surface" is GZA's 1999 follow-up studio album that continues his intricate, metaphor-rich lyricism over dark, atmospheric production within the Wu-Tang Clan universe.
-
E.
The Deep End
The Deep End is the passionate and energetic student section that supports the Michigan State Spartans football team at home games.
- 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: Out of My Depth Target entity description: Out of My Depth is a memoir by Anne Darwin recounting her involvement in and perspective on the infamous "canoe man" insurance fraud scandal orchestrated by her husband John Darwin.
-
A.
Off the Deep End
Off the Deep End is a 1992 comedy album by "Weird Al" Yankovic best known for its parody of Nirvana's "Smells Like Teen Spirit" and its spoof of the Nevermind cover art.
-
B.
Waist Deep
Waist Deep is a 2006 action-crime drama film about an ex-convict’s desperate attempt to rescue his kidnapped son amid gang violence in Los Angeles.
-
C.
Down in the Depths
"Down in the Depths" is a classic Cole Porter torch song, best known through jazz and pop vocal interpretations such as Ella Fitzgerald’s.
-
D.
Beneath the Surface
"Beneath the Surface" is GZA's 1999 follow-up studio album that continues his intricate, metaphor-rich lyricism over dark, atmospheric production within the Wu-Tang Clan universe.
-
E.
The Deep End
The Deep End is the passionate and energetic student section that supports the Michigan State Spartans football team at home games.
- F. None of above. chosen
Statements (47)
| Predicate | Object |
|---|---|
| instanceOf | book ⓘ |
| aboutEvent |
John Darwin’s disappearance in a canoe in 2002
ⓘ
discovery of John Darwin alive in 2007 ⓘ subsequent legal proceedings against the Darwins ⓘ |
| author | Anne Darwin ⓘ |
| countryOfOrigin | United Kingdom ⓘ |
| describes |
Anne Darwin’s role in the fraud
ⓘ
collection of life insurance payouts ⓘ criminal investigation into the Darwins ⓘ emotional impact on Anne Darwin ⓘ fake death of John Darwin ⓘ impact on the Darwin family ⓘ media coverage of the canoe man scandal ⓘ staged canoeing accident of John Darwin ⓘ trial and conviction of Anne Darwin ⓘ trial and conviction of John Darwin ⓘ |
| focusesOn |
Anne Darwin’s perspective
ⓘ
family estrangement and reconciliation ⓘ guilt and remorse ⓘ moral responsibility ⓘ |
| genre | memoir ⓘ |
| hasProtagonist | Anne Darwin ⓘ |
| intendedAudience |
readers interested in memoirs about crime
ⓘ
readers interested in true crime ⓘ |
| language | English ⓘ |
| literaryForm | non-fiction narrative ⓘ |
| mainSubject |
John Darwin canoe fraud case
ⓘ
crime and punishment ⓘ insurance fraud ⓘ marital relationship ⓘ |
| narrativePerspective | first-person ⓘ |
| portrays |
Anne Darwin as complicit but conflicted
ⓘ
linked to:
Anne Darwin
John Darwin as central figure in the fraud ⓘ |
| relatedTo |
John Darwin
ⓘ
“canoe man” scandal ⓘ |
| setting |
Panama-related events in the fraud scheme
ⓘ
Seaton Carew, County Durham ⓘ
linked to:
Seaton Carew
United Kingdom ⓘ |
| theme |
consequences of crime
ⓘ
deception ⓘ family loyalty ⓘ media scrutiny ⓘ redemption ⓘ |
| timePeriodCovered |
early 2000s
ⓘ
investigation and trial years ⓘ |
| workSubject |
Anne Darwin’s involvement in insurance fraud
ⓘ
psychological impact of living a lie ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Out of My Depth Description of subject: Out of My Depth is a memoir by Anne Darwin recounting her involvement in and perspective on the infamous "canoe man" insurance fraud scandal orchestrated by her husband John Darwin.
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.