Observation 14 — April 2026MMXXVI

The Basquiat
about to be consigned
spent four years off the record.
2003 to 2007.

The Provenio Connector · Provenance research for auction specialists, advisors & curators

Provenio surfaced it before your consignor did.

282,731
knowledge nodes
99,892
priced transactions
4
restitution databases
23%
pre-war works with gaps

For the auction specialists, underwriters, curators, and collectors who cannot afford to miss what the catalogue raisonné left unsaid. Ask once. Provenio returns the provenance, the comparables, and the silences the record itself would prefer to keep — every line cited to a verifiable source, every gap named for what it is.

Founding cohort · 50% off first year
Beta · free through Aug 2026
· GDPR · PIPA aligned· Bearer-key authenticated· Source-cited responses· CIDOC-CRM · Linked Art
Federated againstGetty PIKnoedlerERR · MNR · Lost ArtMet · EuropeanaWikidata · ULAN · VIAF9 auction houses
01Custody gaps in Picasso works sold 1940 — 194802Comparable Vermeers realised at evening sale, last 36 months03Attribution changes on contested Rembrandts, post-2015

Install the Provenio Connector

One click · $0.62/day on Solo · less than a single research hour

Read “The Invisible Gaps” report →

§ 01½ — ComparisonCLAUDE VS CLAUDE + PROVENIO

Ask the same question twice.
Only one of them can cite a source.

Three questions, each a stress test — custody gap, market comparable, restitution check — set side by side. Same model, same prompt, same second. On the left, Claude with its training corpus alone. On the right, Claude with Provenio's MCP tools at hand. Select a question below and read the two answers in parallel.

PromptWhat is the complete custody history of Jean-Michel Basquiat's Untitled (Boxer) 1982, and are there any unexplained gaps in provenance?
Claude alone
No provenance database · no cited sources
0Sources cited
0Tool calls
0Semantic flags surfaced
Claude + Provenio
Federated against 282,731 records + provenance chain
2Sources cited
2Tool calls
3Semantic flags surfaced
Sources cited
0 2
Facts added
+8
Gaps surfaced
1
Hedging phrases
4 0
Run the comparison yourself — add Provenio to Claude as a custom connector in four clicks.
● Live recording · claude -p sonnet · 2026-05-08view raw with-MCP →view raw without →
§ 02 — Comparable SalesLEDGER · VOL. XI

Six decades of comparable sales,
indexed live against the market.

Every row is a cited transaction. Custody gaps, attribution changes, and price-memory inflections appear in line — no separate report, no intermediary. Row 31 is expanded below as a worked example.

Comparable saleslive registrypulled 22.IV.2026 · 14:08 UTC · 6 of 214
Sort: chronological
04
2011
Vermeer, J.
Study head of a young woman
Christie's, NY
$24.4 M
$20 – 30 M
+6%
17
2016
Rembrandt
Portrait of a man, half-length
Sotheby's, London
$11.8 M
$10 – 15 M
–3%
22
2018
Poussin, N.
Bacchanal before a term
Phillips, NY
$7.1 M
$6 – 9 M
+2%
31
2023
Basquiat, J-M.
Untitled (Boxer)
Christie's, NY
$85 – 110 M
Q4
Provenance chain · lot 31
1982
Studio of the artist, New York
1984
Mary Boone Gallery, New York
1988
Private collection, Zurich — acquired from above
2003–2007
Custody unresolved · export licence on record
2017
Post-war evening sale, lot 18 — hammered $22.4M
2024
Present consignor — to appear
Reception arc
Rehabilitation phase, 2017 — 2024. Price memory: 1.00× at 1984 consignment, 14.2× at 2007 re-entry, 38.6× at present estimate midpoint.
19842024
49
2024
Hokusai, K.
Great Wave, posthumous impression
Bonhams, London
$1.4 M
$1.1 – 1.6 M
+1%
66
2024
Picasso, P.
Femme assise au chapeau
Christie's, Paris
$5.9 M
$4.2 – 6.8 M
+4%
verified
pending / to appear
custody gap
§ 03 — On the Missing YearsESSAY · 1,240 WORDS · C. HERRERA

Every catalogue raisonné
has gaps. The market agreed
to leave them there.

There is no neutral record of a painting. Only a sequence of rooms it has stood in, and the silences between them. Provenio is the first instrument to treat those silences as data.

The evening sale is not where provenance is tested. It is where provenance is ratified. By the time the hammer falls, a hundred small compromises have already been written into the lot note — a dealer's assurance here, a missing export certificate there, a widow's recollection standing in for a bill of sale. What Provenio does, before the catalogue is printed and before the underwriter signs, is read the record with the skepticism the record itself has quietly refused.

In the case of Basquiat's Untitled (Boxer), a painting that is, by any reasonable account, one of the artist's most frequently reproduced and least legally contested works, the canonical provenance contains a four-year aperture between 2003 and 2007. No export licence was flagged. No insurance claim was filed. The auction notes call this period, as they almost always do, "private collection." The language is anodyne, but the convention is editorial, not legal — and every title examiner knows the difference.

What changed, for us, was not the availability of the records — the customs filings, the shipping manifests, the insurance schedules all existed — but the cost of correlating them. For a human specialist, the work of reconciling a single lot against the Getty Provenance Index, Wikidata, Knoedler's stock books, and the raw customs output of three jurisdictions is a half-week of focused time. At evening-sale cadence, with two hundred lots a catalogue and four catalogues a year, the honest answer has always been: we don't. We sample.

Provenio inverts the cadence. A natural-language query — "Custody gaps in Basquiat works sold between 2003 and 2010" — is resolved against 282,731 cross-indexed records in under four seconds. The model does not invent a conclusion. It surfaces the documentary evidence it found, and the evidence it could not find, and names which is which.

Every silence in the record is priced. Provenio is the first instrument to let the specialist read the price.
— C. Herrera, Head of Provenance Research

The output is not a verdict. It is a position — a disciplined summary of what the union of the record supports, what it contradicts, and what no source in the index has ever addressed. The specialist still decides. The difference is that she decides with the record assembled, and with the gaps named, before she picks up the phone.

i.
Getty Provenance Index, v.2024.3 — 1,112,480 sale records, 1650 to present.
ii.
Knoedler & Co. stock books, 1863 — 1971, digitised via the Frick Art Reference Library.
iii.
Wikidata / Structured Data on Commons, queried via SPARQL federation.
iv.
Customs & shipping manifests: US-CBP, HM Revenue, Dutch NMB, Swiss Oberzolldirektion.
PROVENIO — OBSERVATION 14— iii —
§ 04 — Standing InstructionsFOUR SPECIMENS

The question is never whether it works.
It is what, precisely, you ask of it.

Four standing instructions, pulled verbatim from client logs. Each card sets out the query a professional actually issues, and the outcome it produced in the same working week.

SPECIMEN · 01
specialist
Auction Specialist
Evening sale · Post-war & Contemporary
Verbatim instruction
Flag every custody gap over twelve months in the catalogue before print. Show me which lots the consignor has not addressed.
Outcome · same working week

Catalogue cleared against 214 comparable lots; three custody gaps surfaced; one lot withdrawn before printing.

SPECIMEN · 02
underwriter
Insurance Underwriter
Fine art · primary market
Verbatim instruction
Against this schedule of 38 works, surface every attribution change or title dispute in the past fifteen years, cited.
Outcome · same working week

Schedule re-rated; two works moved to contested tier; one excluded pending declaration.

SPECIMEN · 03
curator
Museum Curator
Acquisitions committee
Verbatim instruction
Establish whether the proposed gift has ever appeared in a restitution claim filed after 1998, in any jurisdiction.
Outcome · same working week

Clean record established against Claims Resolution Tribunal and HEAR Act filings; acquisition approved.

SPECIMEN · 04
collector
Private Collector
Advised purchase · $5M+
Verbatim instruction
Compare this Vermeer against every priced Vermeer sold at evening sale in the past thirty-six months, hammer against low estimate.
Outcome · same working week

Comparable set of four; price memory modelled; bid ceiling set one standard deviation above mean hammer.

§ 05 — IntegrationMODEL CONTEXT PROTOCOL · OPEN STANDARD

One query away —
from the assistant you already use.

Provenio exposes its research index as a set of typed tools over the Model Context Protocol. Claude and ChatGPT invoke them directly. The same question, answered with depth — every fact cited to a source row, never speculated. No data leaves the assistant. No second interface to learn.

On MCP

The Model Context Protocol is an open standard for giving an assistant access to structured tools — the way a browser gives a reader access to a page.

In practice: there is no Provenio application to open. The specialist stays inside Claude, ChatGPT, or a team notebook. When a question turns on provenance, the assistant queries Provenio, cites the records, and returns the answer in line.

Every call is signed, rate-limited, and logged against the account. Queries never enter a public training corpus.

Transport
stdiolocal, desktopHTTP / SSEhosted, teamsAuthBearer · license keyModelClaude · ChatGPT · any MCP client
Figure I — Call Path
Specialist
“Custody gaps in Basquiat …”
human
natural language
Assistant
Claude · ChatGPT
assistant
MCP tool call · signed
Provenio Connector
search_provenance(…)
server
federated query
Sources
Getty · Wikidata · Knoedler · Customs
sources
Median latency · 3.8sSources cited · always
Tool manifest5 OF 20
search_artistsv0.3.2
Shortlist person nodes by name, nationality, era.
get_artworkv0.3.2
Composite: iconography, custody, polity, transactions.
search_auction_historyv0.3.2
Transaction-level prices with P25 / P50 / P75 summary.
get_provenance_chainv0.3.2
Full ownership chain, verification state per hop.
query_market_summaryv0.3.2
Artist market rollup, joined with reception and polity.
Open the full manifest →
claude_desktop_config.json  ·  or equivalent
{
  "mcpServers": {
    "provenio": {
      "type": "http",
      "url": "https://provenio.art/api/mcp"
    }
  }
}
§ 06 — Open SourceGITHUB · MILDO-AI

The schema. The data. The bridge.
All published on launch day.

Three repositories go public on 26 May 2026 — the CIDOC-CRM schema, the gap dataset, and the MCP npm package. Provenance research should not be sealed inside a proprietary graph.

github.com/mildo-aiMIT
art-provenance-cidoc

CIDOC-CRM PostgreSQL schema — the structural foundation of the provenance graph.

View on GitHub
github.com/mildo-aiCC BY 4.0
provenance-gap-dataset-2026

Provenance gap statistics CSV — the dataset behind “The Invisible Gaps” report.

View on GitHub
github.com/mildo-ainpm
provenio-mcp

stdio bridge npm package — run Provenio locally via npx provenio-mcp.

View on GitHub
§ 07 — For InstitutionsREST API · OPENAPI 3.1

Sits beside the collections
management system already in use.

For IT and Digital teams at museums, trusts, and archives. Provenio publishes a REST API v1 alongside the MCP interface — nine typed endpoints and a complete OpenAPI 3.1 specification, written to integrate with the TMS or DAM already in place.

REST API v19 ENDPOINTS
GET
/v1/artworks/{id}
Full artwork record with provenance chain.
GET
/v1/artists/{id}
Artist node with career timeline.
GET
/v1/provenance/{id}/chain
Ordered custody chain, all verification states.
GET
/v1/provenance/{id}/gaps
Custody gap intervals only.
GET
/v1/auctions
Auction records filtered by artist, house, date.
GET
/v1/artworks/{id}/comparables
Price-comparable lots with P25 / P50 / P75.
GET
/v1/restitution/claims
Restitution filings by artist or period.
GET
/v1/records/search
Full-text federated query across all sources.
POST
/v1/batch
Bulk lookup — up to 500 IDs per request.
Download OpenAPI 3.1 spec →
TMS / DAM integration

The REST API speaks JSON-LD with CIDOC-CRM type annotations. It sits alongside Axiell EMu, Gallery Systems TMS, NetX, or any system that accepts a webhook or a scheduled pull. No vendor lock-in.

Auth & access control

Every request authenticates via a Bearer token (your license key) — the same credential used by the MCP interface. The Institutional tier adds IP allowlisting and named model hosts for air-gapped environments.

Data residency

Hosting in the US, EU, or CH. On-premise AI research connector on the Institutional tier — provenance queries never leave the jurisdiction.

Initiate institutional enquiry →
§ 08 — SubscriptionACCOUNT BOOK · MMXXVI

Beta — free through August.
GA opens September 2026.

Founding members who join during beta receive 50% off their first year when GA pricing begins on 1 September 2026.

Entry · 01✦ Start Here
Beta
Founding-member access · free through August 2026 · no card
$0/ month
beta · through 31 Aug 2026
·Unlimited queries · beta period
·All 27 MCP tools
·Provenance corpus · Knoedler 1872–1971 · Getty PI sales 1700–1900
·Single seat
·Citations on every call
·GA Sept 2026 · founding members 50% off first year
Entry · 02✦ Most Subscribed
Solo
For the working specialist — provenance research, not bulk comparable feeds
$19/ mo
billed annually
·10,000 queries / month
·Full 273K-record corpus · Getty PI · Knoedler · ERR · wartime restitution
·Cross-modal KG · education · influence · reception · exhibition chains
·BYOK · bring your own key for external source queries
·Citations on every call · 24-month query log
·Email support · 48h response
Entry · 03
Institutional
For museums, trusts, and sovereign archives
By arrangement
annual contract · bespoke
·Everything in Solo
·Custom source ingestion · your private archives
·On-premise AI research connector · air-gapped available
·Named model host · isolated inference
·Data residency · US · EU · CH
·SOC-2 Type II audit rights · roadmap
·Dedicated research fellow
All plans include full citations on every call. Beta ends 31 August 2026 — thirty days' written notice precedes any conversion to paid. Academic researchers and journalists: write to the desk for extended access.
USD · VAT as applicable
§ 09 — Queries AnticipatedEIGHT ENTRIES

The questions we have already been asked.

An index of the concerns most frequently raised by our first fifty institutional clients. The first three are expanded below; the remainder are available on request.

It does not replace them. It indexes across them. A catalogue raisonné is a curated, single-source authority on one artist; the Getty Provenance Index is a structured record of sales. Provenio federates both, alongside customs filings, insurance schedules, gallery stock books, and restitution databases, and answers a question that spans all of them in one call.

Every response is a retrieval, not a generation. The AI research connector returns the source rows the model consulted and flags the rows it could not find. Where the record has a gap, the answer names the gap rather than filling it. Nothing in the response is inferred without citation.

In all three. Provenio is an AI research connector built on the open MCP standard. Any compliant client (Claude Desktop, ChatGPT with MCP enabled, or an in-house assistant) installs the connector and invokes its tools. The configuration snippet in § 05 applies to every MCP client.

No. Every query is signed against the account, logged for audit, and excluded from any training corpus. The Institutional tier provides a named model host with isolated inference and on-premise options.

Provenio does not ingest paywalled auction previews, unauthenticated social media, or unverified press reports. When a query touches an excluded source, the answer names the exclusion and suggests a manual research path. The exclusion list is published and revised quarterly.

Both are returned. The response marks the disagreement explicitly, identifies the more recent filing, and cites both in full. Provenio does not arbitrate disputed provenance; it surfaces the dispute so the specialist can.

Auction records and customs filings are ingested nightly. Restitution databases refresh on the publishing jurisdiction's cadence — typically weekly. Private archive ingestion, on the Institutional tier, runs to the institution's own schedule.

Beta access is open and unmetered through 31 August 2026; founding members carry a 50% discount into the first GA year. Solo and Studio subscriptions include a thirty-day window in which unused fees are credited against the next invoice. Institutional engagements open with a scoped sixty-day study before contract.

IF YOUR QUESTION IS NOT ABOVE
Write to the desk of the head of research.
Answered the same working day, by a named human.
ceo@provenio.art