diff --git a/graphify/extractors/julia.py b/graphify/extractors/julia.py
index 8b9bec31a..a77864ca5 100644
--- a/graphify/extractors/julia.py
+++ b/graphify/extractors/julia.py
@@ -158,29 +158,58 @@ def extract_julia(path: Path) -> dict:
         return params
 
     def _unwrap_call_expression(node):
-        """Return the `call_expression` at or under `node`, unwrapping a
-        `where_expression` (`f(x::T) where {T}` nests the call head one level
-        deeper); otherwise None."""
-        if node is None:
-            return None
-        if node.type == "call_expression":
+        """Return the `call_expression` at or under `node`, unwrapping any
+        `where_expression` (`f(x::T) where {T}`) and `typed_expression`
+        (`f(x)::Float64`) wrappers around the call head; otherwise None."""
+        while node is not None and node.type in ("where_expression", "typed_expression"):
+            node = node.children[0] if node.children else None
+        if node is not None and node.type == "call_expression":
             return node
-        if node.type == "where_expression":
-            return next((c for c in node.children if c.type == "call_expression"), None)
         return None
 
-    def _func_name_from_signature(sig_node) -> str | None:
-        """Extract function name from a Julia signature node (call_expression > identifier).
+    def _def_name(call) -> tuple[str, str] | None:
+        """(bare_name, label) for the callee of a method definition.
 
-        A `where` clause wraps the call head in a `where_expression`, so unwrap
-        that before reading the callee identifier.
+        Handles `foo`, `+`, `Base.show`, `Base.:+`, and functors `(c::Circle)(x)`.
+        The id uses the bare name so methods of one generic function share a node
+        (multiple dispatch) and in-file calls resolve to it; the label keeps the
+        qualifier so `Base.show()` extensions stay recognisable.
+        """
+        if call is None or not call.children:
+            return None
+        callee = call.children[0]
+        if callee.type in ("identifier", "operator"):
+            name = _read_text(callee, source)
+            return name, name
+        if callee.type == "field_expression" and callee.children:
+            last = callee.children[-1]
+            if last.type == "quote_expression":  # Base.:+
+                last = next((c for c in last.children
+                             if c.type in ("operator", "identifier")), None)
+            if last is not None and last.type in ("identifier", "operator"):
+                return _read_text(last, source), _read_text(callee, source)
+            return None
+        if callee.type == "parenthesized_expression":
+            # functor: (c::Circle)(x) or (::Circle)(x) -> call operator on Circle
+            typed = next((c for c in callee.children
+                          if c.type in ("typed_expression", "unary_typed_expression")), None)
+            if typed is not None:
+                ids = [c for c in typed.children if c.type == "identifier"]
+                if ids:
+                    tname = _read_text(ids[-1], source)
+                    return tname + "#call", f"({tname})"
+        return None
+
+    def _func_name_from_signature(sig_node) -> tuple[str, str] | None:
+        """(bare_name, label) from a Julia `signature` node, or None.
+
+        `where` clauses and `::RetType` annotations wrap the call head, so
+        unwrap those before reading the callee.
         """
         for child in sig_node.children:
             call = _unwrap_call_expression(child)
-            if call is not None and call.children:
-                callee = call.children[0]
-                if callee.type == "identifier":
-                    return _read_text(callee, source)
+            if call is not None:
+                return _def_name(call)
         return None
 
     def walk_calls(body_node, func_nid: str) -> None:
@@ -204,6 +233,18 @@ def extract_julia(path: Path) -> dict:
                 target_nid = _make_id(stem, method_name)
                 add_edge(func_nid, target_nid, "calls", body_node.start_point[0] + 1,
                          confidence="EXTRACTED", context="call")
+        # Broadcast call: foo.(xs)
+        elif t == "broadcast_call_expression" and body_node.children:
+            callee = body_node.children[0]
+            if callee.type == "identifier":
+                add_edge(func_nid, _make_id(stem, _read_text(callee, source)), "calls",
+                         body_node.start_point[0] + 1, confidence="EXTRACTED", context="call")
+        # Pipe: x |> foo, xs .|> foo
+        elif t == "binary_expression" and len(body_node.children) == 3:
+            op, rhs = body_node.children[1], body_node.children[2]
+            if _read_text(op, source) in ("|>", ".|>") and rhs.type == "identifier":
+                add_edge(func_nid, _make_id(stem, _read_text(rhs, source)), "calls",
+                         body_node.start_point[0] + 1, confidence="EXTRACTED", context="call")
         for child in body_node.children:
             walk_calls(child, func_nid)
 
@@ -278,11 +319,12 @@ def extract_julia(path: Path) -> dict:
         if t == "function_definition":
             sig_node = next((c for c in node.children if c.type == "signature"), None)
             if sig_node:
-                func_name = _func_name_from_signature(sig_node)
-                if func_name:
+                named = _func_name_from_signature(sig_node)
+                if named:
+                    func_name, label = named
                     func_nid = _make_id(stem, func_name)
                     line = node.start_point[0] + 1
-                    add_node(func_nid, f"{func_name}()", line)
+                    add_node(func_nid, f"{label}()", line)
                     add_edge(scope_nid, func_nid, "defines", line)
                     function_bodies.append((func_nid, node))
             return
@@ -294,7 +336,8 @@ def extract_julia(path: Path) -> dict:
         if t == "macro_definition":
             sig_node = next((c for c in node.children if c.type == "signature"), None)
             if sig_node:
-                macro_name = _func_name_from_signature(sig_node)
+                named = _func_name_from_signature(sig_node)
+                macro_name = named[0] if named else None
                 if macro_name:
                     macro_nid = _make_id(stem, "@" + macro_name)
                     line = node.start_point[0] + 1
@@ -366,19 +409,17 @@ def extract_julia(path: Path) -> dict:
         # Short function: foo(x) = expr  (and the `where` form: g(x::T) where {T} = expr)
         if t == "assignment":
             lhs = node.children[0] if node.children else None
-            call = _unwrap_call_expression(lhs)
-            if call is not None and call.children:
-                callee = call.children[0]
-                if callee.type == "identifier":
-                    func_name = _read_text(callee, source)
-                    func_nid = _make_id(stem, func_name)
-                    line = node.start_point[0] + 1
-                    add_node(func_nid, f"{func_name}()", line)
-                    add_edge(scope_nid, func_nid, "defines", line)
-                    # Only walk the RHS (index 2 after lhs and operator) to avoid self-loops
-                    rhs = node.children[-1] if len(node.children) >= 3 else None
-                    if rhs:
-                        function_bodies.append((func_nid, rhs))
+            named = _def_name(_unwrap_call_expression(lhs))
+            if named:
+                func_name, label = named
+                func_nid = _make_id(stem, func_name)
+                line = node.start_point[0] + 1
+                add_node(func_nid, f"{label}()", line)
+                add_edge(scope_nid, func_nid, "defines", line)
+                # Only walk the RHS (index 2 after lhs and operator) to avoid self-loops
+                rhs = node.children[-1] if len(node.children) >= 3 else None
+                if rhs:
+                    function_bodies.append((func_nid, rhs))
             return
 
         # Using / Import
diff --git a/tests/test_languages.py b/tests/test_languages.py
index 042ed588a..4e9bdb2cb 100644
--- a/tests/test_languages.py
+++ b/tests/test_languages.py
@@ -5665,3 +5665,66 @@ def test_kotlin_bracketed_annotations_emits_multiple_attribute_edges(tmp_path):
     refs = _edge_labels(result, "references", "attribute")
     assert ("Foo", "Inject") in refs
     assert ("Foo", "VisibleForTesting") in refs
+
+
+_JULIA_DISPATCH_SRC = '''
+module Demo
+abstract type Shape end
+struct Circle{T<:Real} <: Shape
+    r::T
+end
+helper(x) = 2x
+function param(x::T) where {T<:Real}
+    helper(x)
+end
+function rettype(x)::Float64
+    param(x)
+end
+function Base.show(io::IO, c::Circle)
+    print(io, c.r)
+end
+Base.length(c::Circle) = 1
+area(c::Circle{T}) where T = pi * c.r^2
+(c::Circle)(x) = area(c) * x
+Base.:+(a::Circle, b::Circle) = Circle(a.r + b.r)
+@inline function fast(x)
+    x |> helper
+end
+bcast(xs) = helper.(xs)
+end
+'''
+
+
+def _julia_dispatch(tmp_path):
+    f = tmp_path / "dispatch.jl"
+    f.write_text(_JULIA_DISPATCH_SRC)
+    r = extract_julia(f)
+    labels = {n["id"]: n["label"] for n in r["nodes"]}
+    return r, labels
+
+
+def test_julia_where_rettype_qualified_operator_functor_defs(tmp_path):
+    _, labels = _julia_dispatch(tmp_path)
+    got = set(labels.values())
+    for want in ("param()", "rettype()", "Base.show()", "Base.length()",
+                 "area()", "(Circle)()", "Base.:+()", "fast()", "bcast()"):
+        assert want in got, want
+
+
+def test_julia_parametric_struct_and_no_typeparam_nodes(tmp_path):
+    r, labels = _julia_dispatch(tmp_path)
+    assert "Circle" in labels.values()
+    assert "T" not in labels.values()
+    inh = [(labels[e["source"]], labels.get(e["target"])) for e in r["edges"]
+           if e["relation"] == "inherits"]
+    assert ("Circle", "Shape") in inh
+
+
+def test_julia_broadcast_and_pipe_calls(tmp_path):
+    r, labels = _julia_dispatch(tmp_path)
+    calls = {(labels.get(e["source"]), labels.get(e["target"])) for e in r["edges"]
+             if e["relation"] == "calls"}
+    assert ("fast()", "helper()") in calls
+    assert ("bcast()", "helper()") in calls
+    assert ("param()", "helper()") in calls
+    assert ("rettype()", "param()") in calls