Acquisition position
Current all in cost
1584.99 SEK
Current bid or estimate1200.0 SEK
Modelled discount49.3%
Liquidity score88%
Louis Vuitton · Jewelry · Norrlands Auktionsverk
Acquisition position
Potential market value
Evidence strength
Market anomaly
Risk profile
Investigation rationale
Decision guardrails
Visual laboratory
Object record
Monogramcanvas med "LOUIS VUITTON"-märkta detaljer i guldfärgad mässing. Invändigt brun canvas med fack. Stämpelmärkt "LOUIS VUITTON Made in Spain". Mått ca 14 x 10 cm.
Identity resolution
Ranked from independent evidence. Confirmation or rejection becomes controlled training data.
Visual 0% · Name 87% · Marks 25% · Material 40%
33% combined confidenceVisual 0% · Name 30% · Marks 25% · Material 40%
23% combined confidenceVisual 0% · Name 25% · Marks 25% · Material 0%
17% combined confidenceClosed deal feedback
Enter the verified hammer price after the auction closes. Only verified outcomes become calibration data.
Learning guardrail
Global research evidence
Comparable logic
| Comparable ID | Match | Price | Reasons |
|---|---|---|---|
| 14242 | 48% | 2912.0 SEK | identity 45%, material 45%, size 62%, title 52%, hallmarks 45%, weight 62% |
| 3247 | 48% | 300.0 SEK | identity 45%, material 45%, size 62%, title 52%, hallmarks 45%, weight 62% |
| 10468 | 48% | 300.0 SEK | identity 45%, material 45%, size 62%, title 49%, hallmarks 45%, weight 62% |
| 13336 | 48% | 300.0 SEK | identity 45%, material 45%, size 62%, title 48%, hallmarks 45%, weight 62% |
| 13907 | 48% | 3600.0 SEK | identity 45%, material 45%, size 62%, title 48%, hallmarks 45%, weight 62% |
| 15630 | 48% | 6511.0 SEK | identity 45%, material 45%, size 62%, title 47%, hallmarks 45%, weight 62% |
| 2387 | 48% | 7500.0 SEK | identity 45%, material 45%, size 62%, title 49%, hallmarks 45%, weight 62% |
| 13789 | 48% | 7500.0 SEK | identity 45%, material 45%, size 62%, title 47%, hallmarks 45%, weight 62% |
Automatic signature module
The local engine detects and isolates candidate regions, searches the trusted mark library and runs conservative signature forensics. Optional AI interprets unreadable regions and creates research queries without changing the forensic verdict.
The module runs during normal analysis when a local image is available.
Marks laboratory
110 independent methods generate cleanup variants, stroke and symbol descriptors, library matches, trust controls and conflict warnings.
Signature forensics
This does not declare a signature genuine. It measures fit against a multi-source reference set, confusing signers and natural variation.
Run mark matching first, then compare the questioned signature against a sufficiently broad trusted reference set.