fix: include latest shelf tag in live inspection

recognization/code/test_live.py

@@ -384,6 +384,44 @@ class ClassificationBudgetTests(unittest.TestCase):
         process(session, 1)
         with self.assertRaises(KeyError):
             session.inspect(999)
+
+    def test_inspect_includes_settled_tag_from_the_latest_frame(self):
+        session, engine, _, _ = make_session()
+        tag = {"state": "readable", "price": 150, "box": [100, 270, 200, 320]}
+
+        class Tagged:
+            def plan(self, boxes, image_shape, shelf_offset=None):
+                return []
+
+            def attach(self, tracks):
+                by_track = {int(track["track_id"]): dict(tag) for track in tracks}
+                return by_track, list(by_track.values()), {"readable": len(by_track)}
+
+            def stats(self):
+                return {}
+
+        session._tags = Tagged()
+        result = process(session, 1)
+        track = result["tracks"][0]
+        track_id = track["track_id"]
+        self.assertEqual(track["price_tag"]["price"], 150)
+        self.assertIn("reconciliation", track)
+
+        inspected = session.inspect(track_id)
+        self.assertEqual(inspected["price_tag"], track["price_tag"])
+        self.assertEqual(inspected["reconciliation"], track["reconciliation"])
+        self.assertIn("identity", inspected)
+
+        session._tags = None
+        bare = process(session, 2)
+        self.assertNotIn("price_tag", bare["tracks"][0])
+        inspected_bare = session.inspect(track_id)
+        self.assertNotIn("price_tag", inspected_bare)
+        self.assertNotIn("reconciliation", inspected_bare)
+
+        session.reset()
+        with self.assertRaises(KeyError):
+            session.inspect(track_id)
         engine.shutdown()
 
     def test_close_stops_the_loop(self):