diff --git a/rdflib/plugins/parsers/jsonld.py b/rdflib/plugins/parsers/jsonld.py
index bc4585624..45e696adb 100644
--- a/rdflib/plugins/parsers/jsonld.py
+++ b/rdflib/plugins/parsers/jsonld.py
@@ -34,6 +34,7 @@
 # we should consider streaming the input to deal with arbitrarily large graphs.
 from __future__ import annotations
 
+import secrets
 import warnings
 from collections.abc import Iterable
 from typing import TYPE_CHECKING, Any, Union
@@ -215,6 +216,7 @@ def __init__(
             if allow_lists_of_lists is not None
             else ALLOW_LISTS_OF_LISTS
         )
+        self.invalid_uri_to_bnode: dict[str, BNode] = {}
 
     def parse(self, data: Any, context: Context, dataset: Graph) -> Graph:
         topcontext = False
@@ -623,7 +625,12 @@ def _to_rdf_id(self, context: Context, id_val: str) -> IdentifiedNode | None:
             uri = context.resolve(id_val)
             if not self.generalized_rdf and ":" not in uri:
                 return None
-            return URIRef(uri)
+            node: IdentifiedNode = URIRef(uri)
+            if not str(node):
+                if id_val not in self.invalid_uri_to_bnode:
+                    self.invalid_uri_to_bnode[id_val] = BNode(secrets.token_urlsafe(20))
+                node = self.invalid_uri_to_bnode[id_val]
+            return node
 
     def _get_bnodeid(self, ref: str) -> str | None:
         if not ref.startswith("_:"):
diff --git a/test/jsonld/local-suite/manifest.jsonld b/test/jsonld/local-suite/manifest.jsonld
index b32fd059a..0150b44c7 100644
--- a/test/jsonld/local-suite/manifest.jsonld
+++ b/test/jsonld/local-suite/manifest.jsonld
@@ -27,6 +27,17 @@
       "purpose": "Multiple @id aliases.  Issue #2164",
       "input": "toRdf-twoimports-in.jsonld",
       "expect": "toRdf-twoimports-out.nq"
+    },
+    {
+      "@id": "#toRdf-two-invalid-ids",
+      "@type": ["jld:PositiveEvaluationTest", "jld:ToRDFTest"],
+      "name": "Two invalid identifiers",
+      "purpose": "Multiple nodes with invalid @ids are not merged together.",
+      "option": {
+        "produceGeneralizedRdf": true
+      },
+      "input": "toRdf-twoinvalidids-in.jsonld",
+      "expect": "toRdf-twoinvalidids-out.nq"
     }
   ]
 }
diff --git a/test/jsonld/local-suite/toRdf-twoinvalidids-in.jsonld b/test/jsonld/local-suite/toRdf-twoinvalidids-in.jsonld
new file mode 100644
index 000000000..67f62927c
--- /dev/null
+++ b/test/jsonld/local-suite/toRdf-twoinvalidids-in.jsonld
@@ -0,0 +1,20 @@
+{
+    "@id": "https://example.org/root-object",
+    "https://schema.org/author": [
+        {
+            "@id": "https://example.org/ invalid url 1",
+            "https://schema.org/name": "Jane Doe"
+        },
+        {
+            "@id": "https://example.org/ invalid url 1",
+            "https://schema.org/givenName": "Jane",
+            "https://schema.org/familyName": "Doe"
+        },
+        {
+            "@id": "https://example.org/ invalid url 2",
+            "https://schema.org/name": "John Doe",
+            "https://schema.org/givenName": "John",
+            "https://schema.org/familyName": "Doe"
+        }
+    ]
+}
diff --git a/test/jsonld/local-suite/toRdf-twoinvalidids-out.nq b/test/jsonld/local-suite/toRdf-twoinvalidids-out.nq
new file mode 100644
index 000000000..c6550560c
--- /dev/null
+++ b/test/jsonld/local-suite/toRdf-twoinvalidids-out.nq
@@ -0,0 +1,10 @@
+
+<https://example.org/root-object> <https://schema.org/author> _:b1.
+<https://example.org/root-object> <https://schema.org/author> _:b2.
+
+_:b1 <https://schema.org/name> "Jane Doe".
+_:b1 <https://schema.org/givenName> "Jane".
+_:b1 <https://schema.org/familyName> "Doe".
+_:b2 <https://schema.org/name> "John Doe".
+_:b2 <https://schema.org/givenName> "John".
+_:b2 <https://schema.org/familyName> "Doe".