diff --git a/crates/flowistry_pdg_construction/src/construct.rs b/crates/flowistry_pdg_construction/src/construct.rs
index 29f09d1d71..0d67618f63 100644
--- a/crates/flowistry_pdg_construction/src/construct.rs
+++ b/crates/flowistry_pdg_construction/src/construct.rs
@@ -160,6 +160,11 @@ impl<'tcx> MemoPdgConstructor<'tcx> {
     pub fn body_cache(&self) -> &Rc<BodyCache<'tcx>> {
         &self.body_cache
     }
+
+    /// Used for testing.
+    pub fn take_call_changes_policy(&mut self) -> Option<Rc<dyn CallChangeCallback<'tcx> + 'tcx>> {
+        self.call_change_callback.take()
+    }
 }
 
 type LocalAnalysisResults<'tcx, 'mir> = Results<'tcx, &'mir LocalAnalysis<'tcx, 'mir>>;
diff --git a/crates/flowistry_pdg_construction/tests/pdg.rs b/crates/flowistry_pdg_construction/tests/pdg.rs
index 7ce7ddc908..dc74854a10 100644
--- a/crates/flowistry_pdg_construction/tests/pdg.rs
+++ b/crates/flowistry_pdg_construction/tests/pdg.rs
@@ -5,14 +5,14 @@ extern crate rustc_hir;
 extern crate rustc_middle;
 extern crate rustc_span;
 
-use std::collections::HashSet;
+use std::{collections::HashSet, rc::Rc};
 
 use either::Either;
 use flowistry::mir::FlowistryInput;
 use flowistry_pdg_construction::{
     body_cache::{dump_mir_and_borrowck_facts, BodyCache},
     graph::{DepEdge, DepGraph},
-    CallChangeCallbackFn, CallChanges, MemoPdgConstructor, SkipCall,
+    CallChangeCallback, CallChangeCallbackFn, CallChanges, MemoPdgConstructor, SkipCall,
 };
 use itertools::Itertools;
 use rustc_hir::def_id::LocalDefId;
@@ -34,6 +34,22 @@ fn get_main(tcx: TyCtxt<'_>) -> LocalDefId {
         .expect("Missing main")
 }
 
+struct LocalLoadingOnly<'tcx>(Option<Rc<dyn CallChangeCallback<'tcx> + 'tcx>>);
+
+impl<'tcx> CallChangeCallback<'tcx> for LocalLoadingOnly<'tcx> {
+    fn on_inline(&self, info: flowistry_pdg_construction::CallInfo<'tcx>) -> CallChanges {
+        let is_local = info.callee.def_id().is_local();
+        let mut changes = self
+            .0
+            .as_ref()
+            .map_or_else(CallChanges::default, |cb| cb.on_inline(info));
+        if !is_local {
+            changes = changes.with_skip(SkipCall::Skip);
+        }
+        changes
+    }
+}
+
 fn pdg(
     input: impl Into<String>,
     configure: impl for<'tcx> FnOnce(TyCtxt<'tcx>, &mut MemoPdgConstructor<'tcx>) + Send,
@@ -47,6 +63,8 @@ fn pdg(
             let def_id = get_main(tcx);
             let mut memo = MemoPdgConstructor::new(tcx);
             configure(tcx, &mut memo);
+            let policy = memo.take_call_changes_policy();
+            memo.with_call_change_callback(LocalLoadingOnly(policy));
             let pdg = memo.construct_graph(def_id);
             tests(tcx, memo.body_cache(), pdg)
         })