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GÖSTA MILLBERG. Skål, signerad, Rörstrand.

Gösta Millberg · Paintings · Södermanlands Auktionsverk

Open auction lot
54
research

Acquisition position

Current all in cost

375.0 SEK
Current bid or estimate300.0 SEK
Modelled discount83.7%
Liquidity score82%

Potential market value

Specialist value interval

400 to 6100 SEK
Value confidence70%
Comparable sales30

Evidence strength

39%
Identity confidence32%
Visual match0%
External references12

Market anomaly

84%
Information gap40%
Potential undervaluation83.7%

Risk profile

8%
Authenticity risk8%
Condition risk6%

Investigation rationale

Why this may be worth considering

  • maker or artist identity supplied
  • auction estimate is materially below the specialist model
  • all in acquisition cost is at least 55 percent below modelled value
  • all in acquisition cost is at least 75 percent below modelled value
  • Estimate materially below specialist value

Decision guardrails

What must be verified

  • missing medium
  • missing dimensions

Visual laboratory

Add and compare research imagery

Object record

Known facts and missing information

ArtistGösta Millberg
MakerMissing
MediumMissing
MaterialsMissing
Dimensions? × ? × ? cm
WeightMissing g
YearMissing
EditionMissing
MarksMissing
ConditionBruks- och åldersrelaterat slitage.
ProvenanceMissing
Modelpainting_specialist 2.0.0

Höjd 7 cm ø 31,5 cm.

Identity resolution

Artist and maker hypotheses

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

9 candidates
1 independent sources

Rörstrand Manufactory Swedish, founded 1726

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

33% combined confidence
1 independent sources

Marianne Westman Swedish, 1928-2017 Manufactured by Rörstrand Manufactory Swedish, founded 1726

Visual 0% · Name 43% · Marks 25% · Material 40%

26% combined confidence
1 independent sources

Gérard Edelinck (French, born Flanders, 1640-1707) after Hyacinthe Rigaud (French, 1659-1743)

Visual 0% · Name 39% · Marks 25% · Material 40%

25% combined confidence
1 independent sources

Georges Seurat (French, 1859–1891)

Visual 0% · Name 38% · Marks 25% · Material 40%

25% combined confidence
1 independent sources

Jean-Baptiste-Camille Corot (French, 1796-1875) printed by Auguste Delâtre (French, 1822-1907) published by Cadart et Chavalier, Editeurs (French, 1801-1900)

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

25% combined confidence
1 independent sources

David Dalhoff Neal (American, 1838–1915)

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

25% combined confidence
1 independent sources

Walter Shirlaw (American, 1838–1909)

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

25% combined confidence
1 independent sources

Lawrence Carmichael Earle American, 1845-1921

Visual 0% · Name 33% · Marks 25% · Material 40%

24% combined confidence
1 independent sources

Adolphe Appian French, 1818-1898

Visual 0% · Name 32% · Marks 25% · Material 40%

24% 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

12 references
Art Institute of Chicago

Trivet

Marianne Westman Swedish, 1928-2017 Manufactured by Rörstrand Manufactory Swedish, founded 1726

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

Platter

Marianne Westman Swedish, 1928-2017 Manufactured by Rörstrand Manufactory Swedish, founded 1726

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

Vase

Rörstrand Manufactory Swedish, founded 1726

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

Saucepan with Cover

Marianne Westman Swedish, 1928-2017 Manufactured by Rörstrand Manufactory Swedish, founded 1726

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

Pitcher

Marianne Westman Swedish, 1928-2017 Manufactured by Rörstrand Manufactory Swedish, founded 1726

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

Self-Portrait

Walter Shirlaw (American, 1838–1909)

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

Martin Vanden Bogaert Desjardins

Gérard Edelinck (French, born Flanders, 1640-1707) after Hyacinthe Rigaud (French, 1659-1743)

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

Remembrance of Italy

Jean-Baptiste-Camille Corot (French, 1796-1875) printed by Auguste Delâtre (French, 1822-1907) published by Cadart et Chavalier, Editeurs (French, 1801-1900)

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

Priest and Boy

Lawrence Carmichael Earle American, 1845-1921

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

A Sunday on La Grande Jatte — 1884

Georges Seurat (French, 1859–1891)

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

Fishing Craft near the Cliffs at Collioure

Adolphe Appian French, 1818-1898

0% similarityCheck object rights; API metadata is open
Art Institute of Chicago

Interior of St. Mark's, Venice

David Dalhoff Neal (American, 1838–1915)

0% similarityCheck object rights; API metadata is open

Comparable logic

Specialist model explanation

Comparable IDMatchPriceReasons
2226358%400.0 SEKidentity 62%, material 45%, size 62%, title 61%
1823658%1750.0 SEKidentity 64%, material 45%, size 62%, title 55%
2012255%1200.0 SEKidentity 59%, material 45%, size 62%, title 50%
1813855%200.0 SEKidentity 59%, material 45%, size 62%, title 47%
1927255%500.0 SEKidentity 60%, material 45%, size 62%, title 44%
2070455%400.0 SEKidentity 59%, material 45%, size 62%, title 42%
2187654%1215.0 SEKidentity 56%, material 45%, size 62%, title 48%
2123154%24351.0 SEKidentity 56%, material 45%, size 62%, title 47%

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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