diff --git a/CLAUDE.md b/CLAUDE.md
index 6cbbcb2..6602eb6 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -44,7 +44,6 @@ EntEdit/
 │   ├── types/             # Vocabulary files loaded into GraphDB on init
 │   ├── sparql/            # SPARQL query definitions
 │   ├── lucene_connectors/ # Lucene index configurations
-│   ├── inference_rules/   # GraphDB inference rule sets
 │   └── testdata/          # Sample RDF entities for testing
 ├── docker/                # Docker deployment configs
 │   ├── nginx/             # nginx SPA + proxy config
diff --git a/README.md b/README.md
index d85a5f1..d2c960a 100644
--- a/README.md
+++ b/README.md
@@ -87,8 +87,7 @@ EntEdit/
 ├── database/              # RDF data and GraphDB configuration
 │   ├── types/             # Vocabulary files loaded on first startup
 │   ├── graphdb/           # SPARQL connector query definitions
-│   ├── lucene_connectors/ # Full-text index definitions
-│   └── inference_rules/   # GraphDB inference rule sets
+│   └── lucene_connectors/ # Full-text index definitions
 ├── docker/                # Docker deployment configuration
 │   └── graphdb/           # Repository definition and init script
 └── docker-compose.yml
diff --git a/app/public/docs/en/setup.html b/app/public/docs/en/setup.html
index 7d680e3..dacdcc7 100644
--- a/app/public/docs/en/setup.html
+++ b/app/public/docs/en/setup.html
@@ -278,8 +278,7 @@ <h2>5. Repository structure</h2>
 ├── database/<br>
 │   ├── types/          <span style="color: var(--text-secondary);">← Vocabulary files (loaded into GraphDB)</span><br>
 │   ├── testdata/       <span style="color: var(--text-secondary);">← Sample RDF entities</span><br>
-│   ├── graphdb/        <span style="color: var(--text-secondary);">← SPARQL connector definitions</span><br>
-│   └── inference_rules/<span style="color: var(--text-secondary);">← GraphDB reasoning rules</span><br>
+│   └── graphdb/        <span style="color: var(--text-secondary);">← SPARQL connector definitions</span><br>
 ├── docker/<br>
 │   ├── graphdb/        <span style="color: var(--text-secondary);">← Repository config + init script</span><br>
 │   └── nginx/          <span style="color: var(--text-secondary);">← Web server + proxy config</span><br>
diff --git a/app/public/docs/no/setup.html b/app/public/docs/no/setup.html
index ce7278a..2c83f42 100644
--- a/app/public/docs/no/setup.html
+++ b/app/public/docs/no/setup.html
@@ -278,8 +278,7 @@ <h2>5. Katalogstruktur</h2>
 ├── database/<br>
 │   ├── types/          <span style="color: var(--text-secondary);">← Vokabularfiler (lastes inn i GraphDB)</span><br>
 │   ├── testdata/       <span style="color: var(--text-secondary);">← Eksempel-RDF-entiteter</span><br>
-│   ├── graphdb/        <span style="color: var(--text-secondary);">← SPARQL-koblingsdefinisjoner</span><br>
-│   └── inference_rules/<span style="color: var(--text-secondary);">← GraphDB-resonneringsregler</span><br>
+│   └── graphdb/        <span style="color: var(--text-secondary);">← SPARQL-koblingsdefinisjoner</span><br>
 ├── docker/<br>
 │   ├── graphdb/        <span style="color: var(--text-secondary);">← Repositoriumkonfigurasjon + init-skript</span><br>
 │   └── nginx/          <span style="color: var(--text-secondary);">← Webserver- og proxy-konfigurasjon</span><br>
diff --git a/docs/examples/graphdb-custom-rules/README.md b/docs/examples/graphdb-custom-rules/README.md
new file mode 100644
index 0000000..87e770d
--- /dev/null
+++ b/docs/examples/graphdb-custom-rules/README.md
@@ -0,0 +1,3 @@
+# GraphDB custom-rules example
+
+`inverse.rules.pie` is a standalone example of a GraphDB PIE (Prolog-style Inference Engine) ruleset, demonstrating how `owl:inverseOf` entailment and a few `owl:sameAs` propagation rules can be expressed as custom inference rules. It is **not** wired into the running EntEdit stack — the live repository configuration in [`docker/graphdb/repositories/EntEdit/config.ttl`](../../../docker/graphdb/repositories/EntEdit/config.ttl) uses GraphDB's built-in `rdfsplus-optimized` ruleset, which already covers these entailments. The file is kept here purely as a reference for anyone who wants to author their own ruleset; see the GraphDB documentation on [reasoning and rulesets](https://graphdb.ontotext.com/documentation/standard/reasoning.html) for how to register and load a custom `.pie` file.
diff --git a/database/inference_rules/inverse.rules.pie b/docs/examples/graphdb-custom-rules/inverse.rules.pie
similarity index 100%
rename from database/inference_rules/inverse.rules.pie
rename to docs/examples/graphdb-custom-rules/inverse.rules.pie