Acquisition position
Current all in cost
569.09 SEK
Current bid or estimate1100.0 SEK
Modelled discount35.7%
Liquidity score76%
Anne Nilsson · Art glass · Stockholms Auktionsverk Magasin 5
Acquisition position
Potential market value
Evidence strength
Market anomaly
Risk profile
Investigation rationale
Decision guardrails
Visual laboratory
Object record
Signerade, höjd ca 19 cm.
Identity resolution
Ranked from independent evidence. Confirmation or rejection becomes controlled training data.
Visual 0% · Name 44% · Marks 25% · Material 40%
26% 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 |
|---|---|---|---|
| 5786 | 69% | 1700.0 SEK | identity 100%, material 45%, size 62%, title 100%, factory marks 45% |
| 10861 | 69% | 500.0 SEK | identity 100%, material 45%, size 62%, title 98%, factory marks 45% |
| 8321 | 68% | 300.0 SEK | identity 100%, material 45%, size 62%, title 86%, factory marks 45% |
| 17033 | 67% | 500.0 SEK | identity 100%, material 45%, size 62%, title 78%, factory marks 45% |
| 3622 | 68% | 700.0 SEK | identity 100%, material 45%, size 62%, title 81%, factory marks 45% |
| 17014 | 67% | 500.0 SEK | identity 100%, material 45%, size 62%, title 77%, factory marks 45% |
| 18347 | 67% | 300.0 SEK | identity 100%, material 45%, size 62%, title 74%, factory marks 45% |
| 19906 | 67% | 1200.0 SEK | identity 100%, material 45%, size 62%, title 71%, factory marks 45% |
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.