Evidence-to-Story prototype · In development

From verified evidence to living, traceable stories.

Memory Twin Studio is an independent Museyoum initiative exploring an Evidence-to-Story workflow: existing sources become curator-reviewed narrative experiences without hiding claims, uncertainty, responsibility or rights.

Explore the approach Try the prototype logic

One illustrative corpus. Multiple narrative paths. The evidence remains inspectable.

The product architecture

Not another archive or digital twin. A controlled narrative layer above existing sources.

The prototype is designed to work with catalogues, archives, field records and, where available, existing 3D documentation. It does not replace repositories, catalogue systems or digitisation workflows.

Evidence Layer

Evidence registry

Records entities, atomic claims, precise sources, epistemic status, rationale, authorship, review, dates and rights.

Narrative Engine

Curated narrative engine

Proposes and sequences narrative units that cite approved claims. It may surface connections, but it does not create evidence or approve publication.

Experience Engine

Experience composition engine

Assembles approved units for web, audio, audiovisual or spatial outputs while preserving access to their evidence cards.

Existing sources Reviewed claims Approved narrative units Adaptive experiences

The generative boundary

AI can propose a story path. It cannot turn a possibility into a fact.

In this prototype, generative methods are used for discovery and composition inside an approved corpus. Scientific authority and release decisions remain human responsibilities.

The engine may propose

relationships worth reviewing
alternative sequences and perspectives
audience, duration or format adaptations
questions raised by missing or conflicting evidence

The engine may not decide

that a generated statement is evidence
the epistemic status of a claim
that usage rights are sufficient
that a narrative is ready for publication

Interactive demonstration

The same illustrative corpus can support three different, accountable paths.

Choose a perspective, continue through its passages and inspect the record behind each statement. The fictional archaeological corpus demonstrates the release fields and narrative logic; it is not evidence of a validated real-world pilot.

Illustrative corpus — entities, records, roles and dates are fictional. No real collection or excavation is represented.

Illustrative archaeological vessel emerging within a documented excavation grid.

Curated path · The discovery

Duration5 min PerspectiveHuman story

Passage 1 / 3

At first light, the rim of a small ceramic vessel emerges within stratigraphic unit 17. Before any removal, the field archaeologist records its coordinates, elevation and relationship to the unit.

Field record, photograph, site plan and 3D record connected within the evidence registry.

From source to experience

Emotion and evidence belong in the same interface.

The audience encounters a coherent story. At any passage, the evidence card keeps the underlying claim, source, status, rationale, responsibility and rights available for inspection.

Source Claim Narrative unit Experience

Prototype release conditions

Generative where it helps interpretation. Deterministic where release requires control.

Traceable before release

The demo validator requires every passage to expose an entity, claim, precise source and evidence record.

A closed status vocabulary

Each claim is marked as documented fact, supported interpretation or open hypothesis, with a rationale.

Human approval is explicit

Authorship and review are separate fields. A reviewer can approve, return or block a narrative unit.

Rights before transformation

A real pilot must record ownership and permitted transformations before an asset enters a publishable path.

Who signs

A visible chain of responsibility for every real pilot.

The illustrative demo uses fictional role identifiers. In a real pilot, names, qualifications and decision rights are assigned before publication; Memory Twin Studio does not replace the scientific authority of the corpus owner.

Product and narrative process: Museyoum S.r.l. Impresa Sociale
Scientific approval of a real corpus: Named domain specialist and corpus owner · to be appointed before pilot activation

01
Corpus owner
Defines the authorised corpus, access conditions and permitted transformations.
02
Domain specialist
Formulates or assesses claims, records uncertainty and preserves competing interpretations.
03
Narrative editor
Turns approved claims into narrative units without changing their epistemic status.
04
Final reviewer
Checks claim-to-story consistency and approves, returns or blocks publication.

For institutions

Standards-aware by design; not yet certified compliant.

The prototype is being structured so that a future pilot can map to established heritage standards without forcing every domain into one archaeological schema. It currently claims neither formal compliance nor native integration.

CIDOC CRM · ISO 21127:2023

Future mapping target for entities, events and provenance; not the prototype’s complete native model.

ICCD / SIGECweb

Italian catalogue records can remain authoritative sources. The RA profile is relevant to archaeology, not the universal product schema.

National Digitisation Plan

Methodological reference for access, reuse and governance; Memory Twin Studio does not replace institutional infrastructure.

London Charter / Seville Principles

References for transparency, method documentation, metadata and paradata in digital heritage visualisation.

FAIR / CARE

Guidance for reuse, accountability, ethics and community authority; no certification is claimed.

Current status

A controlled demonstration, before a real-world vertical slice.

This public page now demonstrates the minimum evidence fields, closed epistemic statuses and human release roles on a fictional corpus. A real private vertical slice still requires an authorised corpus, named scientific responsibility and validation by the source owner.

Corrected illustrative demoImplemented
Minimum evidence fieldsImplemented
Authorised real corpusScoping
Private partner validationNext milestone

Name and research context

Memory Twin Studio is the brand. Evidence-to-Story is the product direction.

“Memory Twin” is also the name of an existing scholarly framework for cultural heritage documentation. Memory Twin Studio acknowledges that prior research and positions this independent Museyoum prototype as a complementary editorial and generative layer operating above already digitised or catalogued sources.

Memory Twin

Existing research framework

A holistic framework connecting geometry, data, metadata and paradata for cultural heritage documentation and interpretation.

Memory Twin Studio

Independent Museyoum initiative

The full project and brand name used by this site; it is not a claim of ownership over the scholarly term “Memory Twin”.

Evidence-to-Story

Value proposition and workflow

The prototype direction tested here: reviewed evidence → approved narrative units → adaptive cultural experiences.

Memory Twin Studio is not affiliated with, endorsed by or presented as part of the Memory Twin framework, the Memory Twin Alliance or HERITALISE. Any future relationship will be stated only after a formal agreement.

Selected methodological references

Initiated by Museyoum

Built from cultural practice, not from technology alone.

Memory Twin Studio is an independent research and product initiative developed by Museyoum S.r.l. Impresa Sociale. It grows out of Museyoum’s work in digital heritage, immersive narrative and accessible cultural experiences.

Pilot projects

Could your collection become an Evidence-to-Story pilot?

We are speaking with museums, archives, research groups and cultural organisations interested in testing a focused, rights-aware case.

Propose a collection Request the prototype brief