diff --git a/graphify/extract.py b/graphify/extract.py
index 0ea50efb..0fdd4fd5 100644
--- a/graphify/extract.py
+++ b/graphify/extract.py
@@ -956,10 +956,10 @@ def _extract_generic(path: Path, config: LanguageConfig) -> dict:
                             "source": caller_nid,
                             "target": tgt_nid,
                             "relation": "calls",
-                            "confidence": "INFERRED",
+                            "confidence": "EXTRACTED",
                             "source_file": str_path,
                             "source_location": f"L{line}",
-                            "weight": 0.8,
+                            "weight": 1.0,
                         })
 
         for child in node.children:
@@ -1533,10 +1533,10 @@ def extract_go(path: Path) -> dict:
                             "source": caller_nid,
                             "target": tgt_nid,
                             "relation": "calls",
-                            "confidence": "INFERRED",
+                            "confidence": "EXTRACTED",
                             "source_file": str_path,
                             "source_location": f"L{line}",
-                            "weight": 0.8,
+                            "weight": 1.0,
                         })
         for child in node.children:
             walk_calls(child, caller_nid)
@@ -1702,10 +1702,10 @@ def extract_rust(path: Path) -> dict:
                             "source": caller_nid,
                             "target": tgt_nid,
                             "relation": "calls",
-                            "confidence": "INFERRED",
+                            "confidence": "EXTRACTED",
                             "source_file": str_path,
                             "source_location": f"L{line}",
-                            "weight": 0.8,
+                            "weight": 1.0,
                         })
         for child in node.children:
             walk_calls(child, caller_nid)
@@ -1866,7 +1866,7 @@ def extract_zig(path: Path) -> dict:
                         seen_call_pairs.add(pair)
                         add_edge(caller_nid, tgt_nid, "calls",
                                  node.start_point[0] + 1,
-                                 confidence="INFERRED", weight=0.8)
+                                 confidence="EXTRACTED", weight=1.0)
         for child in node.children:
             walk_calls(child, caller_nid)
 
@@ -2022,7 +2022,7 @@ def extract_powershell(path: Path) -> dict:
                             seen_call_pairs.add(pair)
                             add_edge(caller_nid, tgt_nid, "calls",
                                      node.start_point[0] + 1,
-                                     confidence="INFERRED", weight=0.8)
+                                     confidence="EXTRACTED", weight=1.0)
         for child in node.children:
             walk_calls(child, caller_nid)
 
@@ -2359,7 +2359,7 @@ def extract_objc(path: Path) -> dict:
                                 if pair not in seen_calls and caller_nid != candidate:
                                     seen_calls.add(pair)
                                     add_edge(caller_nid, candidate, "calls", body_node.start_point[0] + 1,
-                                             confidence="INFERRED", weight=0.8)
+                                             confidence="EXTRACTED", weight=1.0)
             for child in n.children:
                 walk_calls(child)
         walk_calls(body_node)
@@ -2532,7 +2532,7 @@ def extract_elixir(path: Path) -> dict:
                 if pair not in seen_call_pairs:
                     seen_call_pairs.add(pair)
                     add_edge(caller_nid, tgt_nid, "calls",
-                             node.start_point[0] + 1, confidence="INFERRED", weight=0.8)
+                             node.start_point[0] + 1, confidence="EXTRACTED", weight=1.0)
         for child in node.children:
             walk_calls(child, caller_nid)
 
diff --git a/tests/test_extract.py b/tests/test_extract.py
index a852db98..3d5b9f53 100644
--- a/tests/test_extract.py
+++ b/tests/test_extract.py
@@ -115,12 +115,13 @@ def test_calls_edges_emitted():
     assert len(calls) > 0, "Expected at least one calls edge"
 
 
-def test_calls_edges_are_inferred():
+def test_calls_edges_are_extracted():
+    """AST-resolved call edges are deterministic and should be EXTRACTED/1.0."""
     result = extract_python(FIXTURES / "sample_calls.py")
     for edge in result["edges"]:
         if edge["relation"] == "calls":
-            assert edge["confidence"] == "INFERRED"
-            assert edge["weight"] == 0.8
+            assert edge["confidence"] == "EXTRACTED"
+            assert edge["weight"] == 1.0
 
 
 def test_calls_no_self_loops():
diff --git a/tests/test_languages.py b/tests/test_languages.py
index 9784dfa9..0cf93c0d 100644
--- a/tests/test_languages.py
+++ b/tests/test_languages.py
@@ -76,11 +76,11 @@ def test_c_emits_calls():
     r = extract_c(FIXTURES / "sample.c")
     assert any(e["relation"] == "calls" for e in r["edges"])
 
-def test_c_calls_are_inferred():
+def test_c_calls_are_extracted():
     r = extract_c(FIXTURES / "sample.c")
     for e in r["edges"]:
         if e["relation"] == "calls":
-            assert e["confidence"] == "INFERRED"
+            assert e["confidence"] == "EXTRACTED"
 
 
 # ── C++ ───────────────────────────────────────────────────────────────────────
diff --git a/tests/test_multilang.py b/tests/test_multilang.py
index e56fa0af..0a67f50b 100644
--- a/tests/test_multilang.py
+++ b/tests/test_multilang.py
@@ -47,11 +47,11 @@ def test_ts_emits_calls():
     # .post() calls .get()
     assert any("post" in src and "get" in tgt for src, tgt in calls)
 
-def test_ts_calls_are_inferred():
+def test_ts_calls_are_extracted():
     r = extract_js(FIXTURES / "sample.ts")
     for e in r["edges"]:
         if e["relation"] == "calls":
-            assert e["confidence"] == "INFERRED"
+            assert e["confidence"] == "EXTRACTED"
 
 def test_ts_no_dangling_edges():
     r = extract_js(FIXTURES / "sample.ts")
@@ -83,9 +83,9 @@ def test_go_emits_calls():
     # main() calls NewServer and Start
     assert len(_call_pairs(r)) > 0
 
-def test_go_has_inferred_calls():
+def test_go_has_extracted_calls():
     r = extract_go(FIXTURES / "sample.go")
-    assert "INFERRED" in _confidences(r)
+    assert "EXTRACTED" in _confidences(r)
 
 def test_go_no_dangling_edges():
     r = extract_go(FIXTURES / "sample.go")
@@ -117,11 +117,11 @@ def test_rust_emits_calls():
     calls = _call_pairs(r)
     assert any("build_graph" in src for src, _ in calls)
 
-def test_rust_calls_are_inferred():
+def test_rust_calls_are_extracted():
     r = extract_rust(FIXTURES / "sample.rs")
     for e in r["edges"]:
         if e["relation"] == "calls":
-            assert e["confidence"] == "INFERRED"
+            assert e["confidence"] == "EXTRACTED"
 
 def test_rust_no_dangling_edges():
     r = extract_rust(FIXTURES / "sample.rs")