Balthasar & Speyr · Custom project

A library that lets you follow an idea.

From scanned books to assisted research: continuous reading, multilingual search, references and a graph of authors, works, topics and citations.

What it makes possible

A collection people can explore by concepts, relationships and passages, as well as read.

What is MCP? See how it works with real examples ↗
From starting point to result

How it takes shape.

We start with

Scanned original editions and their bibliographic records.

A journey through the processExplore each stage or play the walkthrough.
Balthasar & Speyr
SOURCESDocument and context
STARTING WITH

Scanned page · columns and notes

THIS STAGE’S RESULT

Recognised lines + coordinates

Page → regions → reading order

Workflow illustration · fictional examples, except identified evidence
01 / 05 · Recognise

OCR and reconstruction of paragraphs and notes

Recognising lines and their positions supports reconstruction while retaining the source page.

Recognised lines + coordinates
Balthasar & Speyr
SOURCESDocument and context
STARTING WITH

Source and text side by side

THIS STAGE’S RESULT

Checked reading · recorded change

Automatic reading proposes; editors decide.

Workflow illustration · fictional examples, except identified evidence
02 / 05 · Check

Selective correction with retained evidence

Editors check uncertain readings and correct the text while retaining revision history.

Checked reading · recorded change
Balthasar & Speyr
SOURCESDocument and context
STARTING WITH

Collection chapters and footnotes

THIS STAGE’S RESULT

Passages with work and location

Original text / analysis / uncertainty

Workflow illustration · fictional examples, except identified evidence
03 / 05 · Analyse

Chapter and reference analysis

Analysis retains chapters and references to distinguish original text from generated interpretation.

Passages with work and location
04 / 05 · Connect

Entity resolution and knowledge graph

Authors, works, topics and quotations connect to passages documenting each relationship.

Relationship → supporting passage
Balthasar & Speyr
THIS STAGE’S RESULT

Work · chapter · original page

MCP retrieval → assistant response → source check

Real ChatGPT · adapted BS icon and initials
05 / 05 · Ask

MCP queries with citations and original pages

MCP retrieves passages and references; the assistant prepares the response and people check the original.

Work · chapter · original page
Technology prepares and organises. People review and decide.1 / 5
Balthasar & SpeyrOriginal works
Text and notes coveredPeople 132
Maximus ConfessorReferences in the content
Mentioned · Discussed
Max WaltherReferences in the content
Mentioned
Visual reconstruction of the interface
Visual reconstruction of Balthasar & Speyr’s interface
Technology works. People move forward.

Less scattered searching. More time to compare sources and develop an independent interpretation.

University pressesSpecialist collections and encyclopaediasResearch and advanced study
Reconstructed reference-search view. The system distinguishes original text, generated analysis and extraction uncertainty.
A heritage collection you can explore

From finding words
to following ideas.

Authors, works, concepts and quotations connect to the passages that document them. Researchers can return to the context and original page, distinguishing sources from analysis.

Real ChatGPT conversation locating a Balthasar quotation with work, chapter and page. BS icon and initials adapted.
Real ChatGPT · Locating a quotation. Icon and initials adapted. Click to enlarge.
Advanced use examples

«Find passages where two authors discuss the same concept and show the references.»

Example query, subject to the collection’s coverage.

«Find the chapters that quote or discuss a work and retrieve the context.»

Example query, subject to the collection’s coverage.

«Gather commentary on a biblical passage, with its location and edition.»

Example query, subject to the collection’s coverage.
A capability that adapts to you

What about your organisation?

This project demonstrates a capability we can adapt to your organisation. Let’s explore how your knowledge can help users and become new services, licences or editions, with less repetitive work.

More value for people and your organisation

You have the knowledge.
Let’s take it further.

New uses for your content, more time for your team and opportunities to earn revenue.

Let’s explore your project ↗