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DANIEL ENOKSSON. Bord, "Terrazzo", skiva och stomme i pulverlackerad metall, fot polerad terrazzo, HAY.

Daniel Enoksson · Silver and metalware · Stockholms Auktionsverk Sickla

Open auction lot
38
low priority

Acquisition position

Current all in cost

1151.0 SEK
Current bid or estimate500.0 SEK
Modelled discount38.5%
Liquidity score84%

Potential market value

Specialist value interval

350 to 4800 SEK
Value confidence70%
Comparable sales30

Evidence strength

37%
Identity confidence28%
Visual match0%
External references1

Market anomaly

31%
Information gap67%
Potential undervaluation38.5%

Risk profile

8%
Authenticity risk8%
Condition risk6%

Investigation rationale

Why this may be worth considering

  • maker or artist identity supplied

Decision guardrails

What must be verified

  • missing hallmarks
  • missing fineness
  • missing weight
  • missing date_letter

Visual laboratory

Add and compare research imagery

Object record

Known facts and missing information

ArtistDaniel Enoksson
MakerMissing
MediumMissing
MaterialsMissing
Dimensions? × ? × ? cm
WeightMissing g
YearMissing
EditionMissing
MarksMissing
ConditionBruksslitage.
ProvenanceMissing
Modelsilver_metalware_specialist 2.0.0

Höjd ca 75, diameter 70 cm.

Identity resolution

Artist and maker hypotheses

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

1 candidates
1 independent sources

Kaufmann & Fabry Co. American, active 1930s

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

1 references

Comparable logic

Specialist model explanation

Comparable IDMatchPriceReasons
390053%300.0 SEKidentity 59%, material 45%, size 62%, title 51%, hallmarks 45%, weight 62%
751953%800.0 SEKidentity 59%, material 45%, size 62%, title 48%, hallmarks 45%, weight 62%
831653%350.0 SEKidentity 59%, material 45%, size 62%, title 43%, hallmarks 45%, weight 62%
780453%600.0 SEKidentity 60%, material 45%, size 62%, title 36%, hallmarks 45%, weight 62%
1396152%4800.0 SEKidentity 58%, material 45%, size 62%, title 40%, hallmarks 45%, weight 62%
231152%8500.0 SEKidentity 57%, material 45%, size 62%, title 44%, hallmarks 45%, weight 62%
89152%300.0 SEKidentity 56%, material 45%, size 62%, title 48%, hallmarks 45%, weight 62%
1457852%11000.0 SEKidentity 57%, material 45%, size 62%, title 35%, 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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