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KARL ANDERSSON. vas, silver, 1926. Totalvikt 81 gram.

Karl Andersson · Silver and metalware · Gomér & Andersson Nyköping

Open auction lot
26
low priority

Acquisition position

Current all in cost

1125.0 SEK
Current bid or estimate359.0 SEK
Modelled discount13.5%
Liquidity score84%

Potential market value

Specialist value interval

600 to 3400 SEK
Value confidence72%
Comparable sales30

Evidence strength

39%
Identity confidence32%
Visual match0%
External references3

Market anomaly

11%
Information gap67%
Potential undervaluation13.5%

Risk profile

13%
Authenticity risk13%
Condition risk6%

Investigation rationale

Why this may be worth considering

  • maker or artist identity supplied
  • Alias or spelling mismatch

Decision guardrails

What must be verified

  • category trap check: silver plate
  • missing hallmarks
  • missing fineness
  • missing weight
  • missing date_letter

Visual laboratory

Add and compare research imagery

Object record

Known facts and missing information

ArtistKarl Andersson
MakerMissing
MediumMissing
MaterialsMissing
Dimensions? × ? × ? cm
WeightMissing g
YearMissing
EditionMissing
MarksMissing
ConditionYtslitage.
ProvenanceMissing
Modelsilver_metalware_specialist 2.0.0

Höjd ca 8 cm.

Identity resolution

Artist and maker hypotheses

Ranked from independent evidence. Confirmation or rejection becomes controlled training data.

3 candidates
1 independent sources

Ellen Lanyon American, 1926-2013

Visual 0% · Name 86% · Marks 25% · Material 40%

33% combined confidence
1 independent sources

Mary Cassatt American, 1844-1926

Visual 0% · Name 86% · Marks 25% · Material 40%

33% combined confidence
1 independent sources

Dorothy Paton (probably English, 20th century) printed by Vincent Brooks, Day and Son Limited Lithographers published by Underground Electric Railways Company of London Limited

Visual 0% · Name 37% · Marks 25% · Material 40%

25% combined confidence

Closed deal feedback

Teach the valuation model

Enter the verified hammer price after the auction closes. Only verified outcomes become calibration data.

Learning guardrail

Truth before training

  • Unverified AI output is stored as a hypothesis only.
  • One-source matches are confidence capped.
  • Rejected matches improve source and feature calibration.
  • At least five verified closed sales are required per category.

Global research evidence

Reference material found elsewhere

3 references

Comparable logic

Specialist model explanation

Comparable IDMatchPriceReasons
273659%1377.0 SEKidentity 79%, material 45%, size 62%, title 52%, hallmarks 45%, weight 62%
1162758%600.0 SEKidentity 79%, material 45%, size 62%, title 43%, hallmarks 45%, weight 62%
1554056%5573.0 SEKidentity 69%, material 45%, size 62%, title 46%, hallmarks 45%, weight 62%
1598555%4700.0 SEKidentity 67%, material 45%, size 62%, title 48%, hallmarks 45%, weight 62%
968555%2000.0 SEKidentity 67%, material 45%, size 62%, title 50%, hallmarks 45%, weight 62%
1414855%1400.0 SEKidentity 64%, material 45%, size 62%, title 56%, hallmarks 45%, weight 62%
111455%2588.0 SEKidentity 64%, material 45%, size 62%, title 58%, hallmarks 45%, weight 62%
851955%800.0 SEKidentity 64%, material 45%, size 62%, title 57%, hallmarks 45%, weight 62%

Automatic signature module

Every artwork image is checked for signatures and marks

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.

Candidate regions0
Signature regions0
AI enrichmentLocal only
PipelineNot run

No automatic mark result yet

The module runs during normal analysis when a local image is available.

Marks laboratory

Isolate and identify signatures, hallmarks and maker marks

110 independent methods generate cleanup variants, stroke and symbol descriptors, library matches, trust controls and conflict warnings.

Open mark library

Match an unknown mark

Upload the tightest available crop. Include a little surrounding surface so the system can separate paint, engraving, glare and background.

Add a known reference

Signature forensics

Check consistency with known genuine variation

This does not declare a signature genuine. It measures fit against a multi-source reference set, confusing signers and natural variation.

No forensic check yet

Run mark matching first, then compare the questioned signature against a sufficiently broad trusted reference set.

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