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Connection reader value and audience evidence

product/connection-reader-value-and-audience.md · 161 lines · SHA-256 57191e30592d

Status: executable local gates complete; real package tests, production observation,

independent review, and A+ evidence remain open.

Reader-value gate

No new Connection may enter full editorial drafting until its candidate record

answers five questions with specific language: what surprises the reader, why it

matters, what changes in their understanding, what question pulls them through,

and what visual payoff resolves the story.

`evaluateReaderValueGate` in `src/services/connection-reader-value.ts` enforces

these answers and the package-test contract. Exactly three headlines and two

openings must be prepared. At least five consented non-specialists must then

record package preferences; specialist, unconsented, or synthetic sessions are

rejected. An `awaiting-observation` package is preparation evidence, not proof

that drafting or publication should proceed.

Story and proof hierarchy

The Connection page leads with the reader-facing question and story. The bounded

claim, assurance tier, citations, uncertainty, rights, reproducibility, and

external-review state remain on the same page after the narrative path. This

presentation change does not weaken any publication or human-release gate.

Audience funnel

Consent-gated cultural-intelligence events are separate from the five PD0

baseline events:

| Event | Meaning |

|---|---|

| `connection_headline_impression` | Eligible story headline rendered |

| `connection_story_open` | Reader deliberately opens the story path |

| `connection_story_25`, `50`, `90` | Depth checkpoints become visible |

| `connection_meaningful_continuation` | Reader follows a source artwork |

| `connection_share` | Reader selects the story share action |

| `connection_save` | Reader selects the story save action |

| `connection_learned_something_new` | Reader explicitly answers yes |

Instrumentation is not outcome evidence. A+ requires a dated production window,

consented-session denominators, deduplicated counts, the rubric thresholds,

independent scoring, and human release decisions. Button selection measures

intent unless the underlying browser action can be confirmed. The public save

control persists the slug locally before recording success; the share control

records success only after native sharing or the clipboard fallback completes.

Import a real, privacy-safe production export with:


pnpm connections:audience -- --input=path/to/evidence.json --check

The executable contract rejects direct identifiers, synthetic evidence, missing

or zero denominators, impossible funnel ordering, duplicate package participants,

and approvals without retained evidence. Its initial explicit thresholds are 50%

open, 75/72/70% at the three depth checkpoints, 15% meaningful continuation,

5% share, 10% save, and 80% learned-something-new. Package sessions separately

require at least 80% continuation intent and 80% learning. Passing those numbers

still reports `aPlusAudienceGate: false` until independent review and accountable

operator-release evidence are both approved.

Rosenberg flagship: current research state

Working question: **How did one dealer name surface in the museum histories of

works by Monet, Cezanne, and Braque?**

The live cross-collection capture surfaced a three-museum Paul Rosenberg lead.

MoMA's Paul Rosenberg Archives describe his Paris gallery, his support and

promotion of Braque and other modern artists, his major role in the international

market for French painting, and the archive's importance for provenance research.

The Cleveland Museum of Art states that Rosenberg commissioned *The Crystal

Vase* from Georges Braque for his Paris home in 1929, that it belonged to a

four-work dining-room ensemble, and that the works were dispersed after the

apartment was sold in 1949. Cleveland marks the work as under copyright, so it

cannot be treated as an open-reuse visual.

The dated institutional records now establish three different roles that must

not be flattened:

Still Life with Flowers and Fruit by about 1904. The record marks Nazi-era

provenance gaps, so the story must retain that warning and cannot imply a

complete sequence.

Cezanne's The Basket of Apples by 1922 and states that the work was sold

through Joseph Stransky to Frederick Clay Bartlett by 1925, then given to the

museum in 1926.

Rosenberg** from 1929 to probably 1959, then by descent to Alexandre Rosenberg,

who gave it to the museum in 1975. Cleveland separately explains that the

painting was made for Rosenberg's Paris dining-room ensemble.

  • Getty models Galerie Paul Rosenberg as a Group receiving title to Monet's
  • The Art Institute's free-text provenance places Paul Rosenberg with
  • Cleveland describes Braque's The Crystal Vase as passing from **Paul

This is dated, cross-museum story material with an identity-reconciled network.

Getty's Galerie is a Group while AIC and Cleveland name a person. The authority

gate rejects any person/group collapse even when a canonical ID is supplied. A

provisional `operated-by` relationship preserves both nodes using MoMA and Musee

d'Orsay authority context. A reproducible reconciliation run reports one

two-provider person network, one gallery-to-person bridge, zero unresolved

mentions, and zero structural decision conflicts; it does not perform historical

claim comparison or pretend the gallery and person are identical. Publication

still requires hashed excerpts proving the relationship bridge.

The latest capture now retains fresh live receipts for all three story objects:

14/14 manifest jobs completed with zero failures, including the Getty Linked Art

record, AIC object API, and Cleveland object API. The reconciliation input pins

their fetch times and SHA-256 hashes in

`artifacts/product-discovery/rosenberg-provenance-authority-input.json`; regenerate

the report with `pnpm connections:reconcile-provenance -- --input=... --check`.

The reader package in

`artifacts/product-discovery/rosenberg-reader-package-latest.json` contains the

five reader promises, three headlines, and two openings. Its executable gate is

deliberately `eligibleForDrafting: false` because no real non-specialist sessions

have been imported. This is the ethical stopping point before a full dossier.

Run genuine sessions with

`docs/product/rosenberg-package-test-field-guide.md`, then evaluate the observed

copy with `pnpm connections:package-test -- --input=... --check`. The gate also

requires opaque unique participant codes, timestamps, recorded presentation

order, and a qualitative reason so biased or untraceable rows fail closed. It

also rejects tied packages and continuation below 60%; drafting must use the

reported winning headline and opening rather than an internal preference.

The visual plan is independently fail-closed in

`artifacts/product-discovery/rosenberg-visual-rights-preflight-latest.json`.

Fresh source receipts support display of Getty's Monet image under CC0. The Art

Institute record marks the Cezanne artwork public domain but does not clearly

bind the selected IIIF surrogate to image-level CC0 terms, so it is withheld

pending a hashed policy/manifest receipt. Cleveland marks Braque's *The Crystal

Vase* copyrighted, credits ARS/ADAGP, and exposes no public image, so that asset

is also withheld and requires a labeled placeholder linked to Cleveland.

`validateConnectionVisualPreflight` rejects display without an HTTPS source,

SHA-256 receipt, alt text, attribution, rights URL, and CC0/public-domain status.

Recheck the artifact with `pnpm connections:visual-rights -- --check`.

The lead is not yet a publishable Connection. Before drafting, complete the real

package test. Before release, distinguish dealer stock, private ownership,

commission, sale, and gift roles in editorial review; recheck sequence

contradictions and release-time image rights. A shared or related name

does not prove interaction, one transaction, or a complete market history. No

scholarly-novelty, wartime-loss, restitution, title, value, or wrongdoing claim

is authorized by the current evidence.

Authoritative context sources:

  • Museum of Modern Art, `The Paul Rosenberg Archives`, finding aid.
  • Cleveland Museum of Art, `The Crystal Vase`, object record.
  • J. Paul Getty Museum, `Still Life with Flowers and Fruit`, object/Linked Art record.
  • Art Institute of Chicago, `The Basket of Apples`, object record.
  • Musee d'Orsay, `Paul Rosenberg (1881-1959)`, personality authority record.
  • National Gallery of Art, `Paul Rosenberg`, constituent record.

A+ exit evidence

The grade remains unearned until released stories pass the frozen rubric at

95/100 with every dimension at least 9/10, the triviality gate, five-person

non-specialist comprehension testing, the defined production engagement window,

independent assessment, rights review, and human operator release. Fixtures and

internally assigned reader-interest scores cannot satisfy these requirements.