diff --git a/tests/experimental/artifacts/rto-focused-vs-global-focused.json b/tests/experimental/artifacts/rto-focused-vs-global-focused.json
index 68a199c..0647cda 100644
--- a/tests/experimental/artifacts/rto-focused-vs-global-focused.json
+++ b/tests/experimental/artifacts/rto-focused-vs-global-focused.json
@@ -2,7 +2,7 @@
   "path": "focused",
   "targetNodeId": "nxmeiab",
   "modelName": "qwen-claude:latest",
-  "modelElapsedMs": 55405,
+  "modelElapsedMs": 51195,
   "inputCharacterCount": 2405,
   "structuredResult": {
     "targetNodeId": "nxmeiab",
@@ -10,39 +10,39 @@
       "Two competitors have publicly announced products aimed at the same customer problem.",
       "One competitor expects a beta release within six months.",
       "The other competitor has not announced a release date.",
-      "The degree of functional overlap between either competitor's product and ours is currently unknown."
+      "It is currently unknown how closely either competing product matches our own."
     ],
     "uncertainties": [
-      "How closely Competitor 1's product matches our functionality.",
-      "How closely Competitor 2's product matches our functionality.",
-      "When or if Competitor 2 will announce a release date for their product."
+      "How soon the first competitor will progress beyond the beta stage to a general release.",
+      "Whether the second competitor will eventually publish a release timeline or development milestones.",
+      "The degree of functional and market overlap between the competing products and our own."
     ],
     "assumptions": [],
     "relationships": [
       {
-        "from": "Competitor 1",
-        "to": "Beta release within six months",
-        "type": "projects",
-        "rationale": "Directly stated by the competitor regarding their product timeline."
+        "from": "Competitor with beta announcement",
+        "to": "six-month timeline",
+        "type": "announces_target_release_window",
+        "rationale": "Answer explicitly states one competitor expects a beta within six months."
       },
       {
-        "from": "Competitor 2",
-        "to": "No announced release date",
-        "type": "undisclosed",
-        "rationale": "Explicitly noted as unannounced in public communications."
+        "from": "Second Competitor",
+        "to": "Release date",
+        "type": "lacks_public_commitment",
+        "rationale": "Answer explicitly notes the other competitor has not announced a release date."
       },
       {
-        "from": "Our product",
-        "to": "Competitors' products",
-        "type": "unknown functional alignment",
-        "rationale": "Answer explicitly states the degree of matching features or capabilities is currently unknown."
+        "from": "Competing products",
+        "to": "Our product",
+        "type": "unknown_similarity",
+        "rationale": "Answer states we do not yet know how closely either product matches ours."
       }
     ],
     "possibleFollowUpQuestions": [
-      "What specific features or capabilities in our product are addressed by the competitors' announcements?",
-      "Has Competitor 2 provided any indirect signals about development progress despite lacking a formal release date?",
-      "How does the target customer problem for our product compare in scope or priority to the competitors' stated problem?",
-      "What engineering or market validation metrics would confirm if either competitor's product poses an immediate threat to our launch timeline?"
+      "How closely do the announced features of the competitors align with our core value proposition?",
+      "What is the reliability and historical track record of the six-month beta timeline?",
+      "Has the competitor without a stated date provided any technical previews or development milestones?",
+      "Can we quantify how a six-month beta release would impact our target enterprise customer's decision?"
     ]
   }
 }
\ No newline at end of file
diff --git a/tests/experimental/artifacts/rto-focused-vs-global-global.json b/tests/experimental/artifacts/rto-focused-vs-global-global.json
index ff32b08..d1c1094 100644
--- a/tests/experimental/artifacts/rto-focused-vs-global-global.json
+++ b/tests/experimental/artifacts/rto-focused-vs-global-global.json
@@ -2,37 +2,37 @@
   "path": "global",
   "targetNodeId": "nxmeiab",
   "modelName": "qwen-claude:latest",
-  "modelElapsedMs": 88348,
+  "modelElapsedMs": 100584,
   "providerGenerateCalls": 1,
   "providerTimingCaptured": true,
-  "endToEndElapsedMs": 88358,
+  "endToEndElapsedMs": 100600,
   "inputCharacterCount": 22112,
   "graphUpdateResultSummary": {
-    "userSupportedMeaning": "Two competitors have announced targeted products; one expects a beta in six months, the other has no release date yet, and it is unknown how closely either matches our solution.",
-    "possibleInference": "Competitive pressure is imminent for at least one product, suggesting we cannot wait indefinitely without risk of losing first-mover advantage to the sooner launcher.",
+    "userSupportedMeaning": "Two competitors have announced products for the same problem, with one beta in six months and one unannounced, but it is currently unknown how closely either product matches ours.",
+    "possibleInference": "The confirmed competitor launches may shorten our viable launch window, increasing pressure to launch sooner or differentiate sharply.",
     "proposalValidation": {
       "success": false,
       "errors": []
     },
     "selectedQuestion": {
-      "nodeId": "ncomp_fit",
-      "question": "How closely does our product match the capabilities of the two announced competitor offerings?",
-      "reason": "This remaining uncertainty determines whether the imminent competitor launches pose an immediate threat to launching now."
+      "nodeId": "ncp_match_unknown",
+      "question": "How closely does our product match the functionality or customer needs of the two announced competitor products?",
+      "reason": "This remaining uncertainty determines whether the competitors' timeline poses a material threat to our launch timing."
     }
   },
   "answerDerivedComparisonExtraction": {
     "observations": [
-      "Two competitors have announced targeted products; one expects a beta in six months, the other has no release date yet, and it is unknown how closely either matches our solution."
+      "Two competitors have announced products for the same problem, with one beta in six months and one unannounced, but it is currently unknown how closely either product matches ours."
     ],
     "uncertainties": [
-      "Competitive pressure is imminent for at least one product, suggesting we cannot wait indefinitely without risk of losing first-mover advantage to the sooner launcher."
+      "The confirmed competitor launches may shorten our viable launch window, increasing pressure to launch sooner or differentiate sharply."
     ],
     "assumptions": "not directly exposed",
     "relationships": "not directly exposed",
     "newlySurfacedUnknownsOrQuestions": {
-      "nodeId": "ncomp_fit",
-      "question": "How closely does our product match the capabilities of the two announced competitor offerings?",
-      "reason": "This remaining uncertainty determines whether the imminent competitor launches pose an immediate threat to launching now."
+      "nodeId": "ncp_match_unknown",
+      "question": "How closely does our product match the functionality or customer needs of the two announced competitor products?",
+      "reason": "This remaining uncertainty determines whether the competitors' timeline poses a material threat to our launch timing."
     }
   }
 }
\ No newline at end of file