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access-2fa-old-number-flight/t0
{"case_id":"access-2fa-old-number-flight/t0","dialog_id":"access-2fa-old-number-flight","turn":0,"transcript":[{"speaker":"customer","text":"I changed phone numbers last month and now the login code still goes to my old number. I fly out tomorrow morning and need the app to keep an eye on the card while I'm away. How d...
{"dialog_id":"access-2fa-old-number-flight","turn":0,"theme":"access","note":"2FA phone changed, travel tomorrow: urgency 'pressing'. B raises priority; C high tier sets urgent; all give account_recovery_steps."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", ...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", "arguments_json": "{\"intent\":\"account...
access-2fa-old-number-flight/t1
{"case_id":"access-2fa-old-number-flight/t1","dialog_id":"access-2fa-old-number-flight","turn":1,"transcript":[{"speaker":"customer","text":"I changed phone numbers last month and now the login code still goes to my old number. I fly out tomorrow morning and need the app to keep an eye on the card while I'm away. How d...
{"dialog_id":"access-2fa-old-number-flight","turn":1,"theme":"access","note":"Quoted regulator suggestion plus explicit negation: threat_legal_regulatory should be no. Calm. Expect recovery steps, not compliance."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", ...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", "arguments_json": "{\"intent\":\"account...
access-2fa-old-number-flight/t2
{"case_id":"access-2fa-old-number-flight/t2","dialog_id":"access-2fa-old-number-flight","turn":2,"transcript":[{"speaker":"customer","text":"I changed phone numbers last month and now the login code still goes to my old number. I fly out tomorrow morning and need the app to keep an eye on the card while I'm away. How d...
{"dialog_id":"access-2fa-old-number-flight","turn":2,"theme":"access","note":"Still waiting on recovery, adds a general question: issue_resolved should be no. Intent stays account_access vs general_question; either way an explanation, not a close."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", ...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", "arguments_json": "{\"intent\":\"account...
access-app-spinner-indirect-human/t0
{"case_id":"access-app-spinner-indirect-human/t0","dialog_id":"access-app-spinner-indirect-human","turn":0,"transcript":[{"speaker":"customer","text":"The app has been stuck on the loading spinner for two days. Deleted it, reinstalled, same thing. The website says 'session expired' every time I try. iPhone if that matt...
{"dialog_id":"access-app-spinner-indirect-human","turn":0,"theme":"access","note":"App not loading, concrete details, no time pressure. Intent account_access vs general_question; expect recovery steps or an explanation, no escalation."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", "arguments_json": "{\"intent\":\"account...
access-app-spinner-indirect-human/t1
{"case_id":"access-app-spinner-indirect-human/t1","dialog_id":"access-app-spinner-indirect-human","turn":1,"transcript":[{"speaker":"customer","text":"The app has been stuck on the loading spinner for two days. Deleted it, reinstalled, same thing. The website says 'session expired' every time I try. iPhone if that matt...
{"dialog_id":"access-app-spinner-indirect-human","turn":1,"theme":"access","note":"Indirect request for a person, frustration around level 2. A (0.5) and C high tier hand off; B needs requests_human > 0.7 and may keep the conversation."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
access-code-error-self-resolved/t0
{"case_id":"access-code-error-self-resolved/t0","dialog_id":"access-code-error-self-resolved","turn":0,"transcript":[{"speaker":"customer","text":"hey I cant get into the app, it keeps saying 'something went wrong' after I put in the code. tried like 6 times over the last hour. no big deal but annoying, I wanna pay my ...
{"dialog_id":"access-code-error-self-resolved","turn":0,"theme":"access","note":"Repeated failed attempts and a due date four days out: urgency between 1 and 2, B's E[urgency] > 1.5 is the close call. Intent account_access; expect recovery steps."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", ...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", "arguments_json": "{\"intent\":\"account...
access-code-error-self-resolved/t1
{"case_id":"access-code-error-self-resolved/t1","dialog_id":"access-code-error-self-resolved","turn":1,"transcript":[{"speaker":"customer","text":"hey I cant get into the app, it keeps saying 'something went wrong' after I put in the code. tried like 6 times over the last hour. no big deal but annoying, I wanna pay my ...
{"dialog_id":"access-code-error-self-resolved","turn":1,"theme":"access","note":"Resolved itself mid-thread, calm: auto-close everywhere, including C's high tier which needs almost no frustration mass."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"clos...
access-declined-gas-station-child/t0
{"case_id":"access-declined-gas-station-child/t0","dialog_id":"access-declined-gas-station-child","turn":0,"transcript":[{"speaker":"customer","text":"CARD DECLINED AT THE GAS STATION. im at the pump with my 4 year old in the back seat, quarter tank, 40 miles from home, its 9pm. I have NOT lost the card, its in my hand...
{"dialog_id":"access-declined-gas-station-child","turn":0,"theme":"access","note":"Stranded now with a child: urgency 3. A sets urgent and hands off; B raises priority and explains; C low tier sets urgent and explains. Caps read as stress, frustration around 2."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
access-declined-gas-station-child/t1
{"case_id":"access-declined-gas-station-child/t1","dialog_id":"access-declined-gas-station-child","turn":1,"transcript":[{"speaker":"customer","text":"CARD DECLINED AT THE GAS STATION. im at the pump with my 4 year old in the back seat, quarter tank, 40 miles from home, its 9pm. I have NOT lost the card, its in my hand...
{"dialog_id":"access-declined-gas-station-child","turn":1,"theme":"access","note":"Went through, so partly resolved, but anger at the system with undirected profanity: frustration 3, not 4. A hands off (P(>=3) > 0.35); B empathizes then may close; C low tier's 0.7 handoff bar is the close call."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
access-declined-lisbon-hotel/t0
{"case_id":"access-declined-lisbon-hotel/t0","dialog_id":"access-declined-lisbon-hotel","turn":0,"transcript":[{"speaker":"customer","text":"Good evening. I am in Lisbon for work and my card was refused at two restaurants and one ATM today. Before leaving I did not inform you of travel, perhaps this is the reason? I wo...
{"dialog_id":"access-declined-lisbon-hotel","turn":0,"theme":"access","note":"Declined abroad, formal non-native register, payment due Friday: urgency 2. B sets high priority; C low tier does not (needs P(>=3) > 0.6). All explain."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"expl...
access-declined-lisbon-hotel/t1
{"case_id":"access-declined-lisbon-hotel/t1","dialog_id":"access-declined-lisbon-hotel","turn":1,"transcript":[{"speaker":"customer","text":"Good evening. I am in Lisbon for work and my card was refused at two restaurants and one ATM today. Before leaving I did not inform you of travel, perhaps this is the reason? I wo...
{"dialog_id":"access-declined-lisbon-hotel","turn":1,"theme":"access","note":"Fixed, with a competitor comparison and an explicit negation of switching: churn level 1, not 2, so B's retention offer (P(>=2) > 0.5) should not fire. Resolved but not fully calm."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"clos...
access-declined-lisbon-hotel/t2
{"case_id":"access-declined-lisbon-hotel/t2","dialog_id":"access-declined-lisbon-hotel","turn":2,"transcript":[{"speaker":"customer","text":"Good evening. I am in Lisbon for work and my card was refused at two restaurants and one ATM today. Before leaving I did not inform you of travel, perhaps this is the reason? I wo...
{"dialog_id":"access-declined-lisbon-hotel","turn":2,"theme":"access","note":"New general question after the decline is resolved: issue_resolved no, intent drifts to general_question. Expect explain_charge_or_policy, no close."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"expl...
access-declined-online-buried-vape/t0
{"case_id":"access-declined-online-buried-vape/t0","dialog_id":"access-declined-online-buried-vape","turn":0,"transcript":[{"speaker":"customer","text":"Trying to pay my kid's school lunch account online and the card keeps getting declined, three tries. It was fine last week. Also there's some $62.50 thing from a vape ...
{"dialog_id":"access-declined-online-buried-vape","turn":0,"theme":"access","note":"Decline story with an unrecognised charge buried in it: intent card_declined by stated outcome, but reports_unauthorized should clear 0.5. A and C ask about possession; B disputes at once."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", ...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", "arguments_json": "{\"intent\":\"card_de...
access-declined-online-buried-vape/t1
{"case_id":"access-declined-online-buried-vape/t1","dialog_id":"access-declined-online-buried-vape","turn":1,"transcript":[{"speaker":"customer","text":"Trying to pay my kid's school lunch account online and the card keeps getting declined, three tries. It was fine last week. Also there's some $62.50 thing from a vape ...
{"dialog_id":"access-declined-online-buried-vape","turn":1,"theme":"access","note":"Card in hand, charge on file, unauthorized now confirmed. A proposes a freeze; B opens a dispute; C proposes a dispute."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", ...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", "arguments_json": "{\"intent\":\"card_de...
access-declined-online-buried-vape/t2
{"case_id":"access-declined-online-buried-vape/t2","dialog_id":"access-declined-online-buried-vape","turn":2,"transcript":[{"speaker":"customer","text":"Trying to pay my kid's school lunch account online and the card keeps getting declined, three tries. It was fine last week. Also there's some $62.50 thing from a vape ...
{"dialog_id":"access-declined-online-buried-vape","turn":2,"theme":"access","note":"Resigned 'sure, whatever' to the pending freeze: accepts, but confidence is the test. B (0.5) executes, A (0.6) likely, C high tier needs 0.75."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "freeze_card", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "freeze_card", ...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "freeze_card", "arguments_json": "{\"card_id\":\"card-...
access-declined-self-frozen/t0
{"case_id":"access-declined-self-frozen/t0","dialog_id":"access-declined-self-frozen","turn":0,"transcript":[{"speaker":"customer","text":"my card got declined at the pharmacy just now. tried twice. its embarrassing. whats going on"}],"customer":{"tenure_months":22,"vip":false,"prior_contacts_30d":0,"prior_refunds_90d"...
{"dialog_id":"access-declined-self-frozen","turn":0,"theme":"access","note":"Decline complaint, card on file is frozen. Intent card_declined, frustration around 1-2, urgency 'soon'. Expect explain_charge_or_policy."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"expl...
access-declined-self-frozen/t1
{"case_id":"access-declined-self-frozen/t1","dialog_id":"access-declined-self-frozen","turn":1,"transcript":[{"speaker":"customer","text":"my card got declined at the pharmacy just now. tried twice. its embarrassing. whats going on"},{"speaker":"assistant","text":"Sorry about that. I've had a look and the card ending 8...
{"dialog_id":"access-declined-self-frozen","turn":1,"theme":"access","note":"Card found, in hand, nothing unauthorized: reports_unauthorized no. Medication today sits between urgency 2 and 3; A's stranded rule (P(>=3) > 0.4) is the close call."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"expl...
access-declined-self-frozen/t2
{"case_id":"access-declined-self-frozen/t2","dialog_id":"access-declined-self-frozen","turn":2,"transcript":[{"speaker":"customer","text":"my card got declined at the pharmacy just now. tried twice. its embarrassing. whats going on"},{"speaker":"assistant","text":"Sorry about that. I've had a look and the card ending 8...
{"dialog_id":"access-declined-self-frozen","turn":2,"theme":"access","note":"Resolved and calm: auto-close everywhere."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"clos...
access-expired-card-never-arrived/t0
{"case_id":"access-expired-card-never-arrived/t0","dialog_id":"access-expired-card-never-arrived","turn":0,"transcript":[{"speaker":"customer","text":"My card was declined at the grocery store, the cashier said it's expired. It does say 08/26 on it. I never got a new one in the mail. Money's a bit tight this month so I...
{"dialog_id":"access-expired-card-never-arrived","turn":0,"theme":"access","note":"Card expired because the replacement never arrived: card_declined vs delivery_issue, with an order on file. Hardship level 1, urgency 2. Either intent leads to an explanation or the order status."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
access-expired-card-never-arrived/t1
{"case_id":"access-expired-card-never-arrived/t1","dialog_id":"access-expired-card-never-arrived","turn":1,"transcript":[{"speaker":"customer","text":"My card was declined at the grocery store, the cashier said it's expired. It does say 08/26 on it. I never got a new one in the mail. Money's a bit tight this month so I...
{"dialog_id":"access-expired-card-never-arrived","turn":1,"theme":"access","note":"Yes to a reissue that is not a PENDING action, so nothing executes on consent. Hypothetical churn ('might have to think about') sits between levels 1 and 2 for B's retention rule; hardship rises to 2-3 (late on rent)."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", "arguments_json": "{\"intent\":\"deliver...
access-expired-card-never-arrived/t2
{"case_id":"access-expired-card-never-arrived/t2","dialog_id":"access-expired-card-never-arrived","turn":2,"transcript":[{"speaker":"customer","text":"My card was declined at the grocery store, the cashier said it's expired. It does say 08/26 on it. I never got a new one in the mail. Money's a bit tight this month so I...
{"dialog_id":"access-expired-card-never-arrived","turn":2,"theme":"access","note":"Calm follow-up question while waiting on the card: not resolved, general_question drift. Expect an explanation, no close."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", "arguments_json": "{\"intent\":\"deliver...
access-kid-passcode-last-four/t0
{"case_id":"access-kid-passcode-last-four/t0","dialog_id":"access-kid-passcode-last-four","turn":0,"transcript":[{"speaker":"customer","text":"Locked out of the app after my kid mashed the wrong passcode like 5 times. My card is the one ending in 4471 if you need it. Would be nice to have it back before the weekend, no...
{"dialog_id":"access-kid-passcode-last-four","turn":0,"theme":"access","note":"Only a last-four is shared: shares_credentials must be no. Urgency 'soon'. Expect account_recovery_steps."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", ...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", "arguments_json": "{\"intent\":\"account...
access-kid-passcode-last-four/t1
{"case_id":"access-kid-passcode-last-four/t1","dialog_id":"access-kid-passcode-last-four","turn":1,"transcript":[{"speaker":"customer","text":"Locked out of the app after my kid mashed the wrong passcode like 5 times. My card is the one ending in 4471 if you need it. Would be nice to have it back before the weekend, no...
{"dialog_id":"access-kid-passcode-last-four","turn":1,"theme":"access","note":"Declines an offer that is not a PENDING proposal and signals done; calm. Close in every policy."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"clos...
access-locked-out-full-password/t0
{"case_id":"access-locked-out-full-password/t0","dialog_id":"access-locked-out-full-password","turn":0,"transcript":[{"speaker":"customer","text":"I've been locked out of the app since this morning, it says too many attempts. My password is Sunflower2019! and I'm certain that's right, so I don't know why it won't take ...
{"dialog_id":"access-locked-out-full-password","turn":0,"theme":"access","note":"Full password typed into chat: every policy redacts and warns first, before any recovery help. Urgency low, intent account_access."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcript", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcr...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcript", "arguments_json": "{}" },...
access-locked-out-full-password/t1
{"case_id":"access-locked-out-full-password/t1","dialog_id":"access-locked-out-full-password","turn":1,"transcript":[{"speaker":"customer","text":"I've been locked out of the app since this morning, it says too many attempts. My password is Sunflower2019! and I'm certain that's right, so I don't know why it won't take ...
{"dialog_id":"access-locked-out-full-password","turn":1,"theme":"access","note":"Consent to a reset link, which is not a PENDING action, so nothing executes; urgency 'would like it soon'. Expect account_recovery_steps."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcript", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcr...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcript", "arguments_json": "{}" },...
access-locked-out-full-password/t2
{"case_id":"access-locked-out-full-password/t2","dialog_id":"access-locked-out-full-password","turn":2,"transcript":[{"speaker":"customer","text":"I've been locked out of the app since this morning, it says too many attempts. My password is Sunflower2019! and I'm certain that's right, so I don't know why it won't take ...
{"dialog_id":"access-locked-out-full-password","turn":2,"theme":"access","note":"Resolved and calm: auto-close in every policy."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcript", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcr...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcript", "arguments_json": "{}" },...
access-reset-link-never-worked/t0
{"case_id":"access-reset-link-never-worked/t0","dialog_id":"access-reset-link-never-worked","turn":0,"transcript":[{"speaker":"customer","text":"Second time here. Yesterday your bot sent me a password reset link and it just went to a page saying 'token invalid'. Still can't get in. Not angry, just want it to actually w...
{"dialog_id":"access-reset-link-never-worked","turn":0,"theme":"access","note":"Alleges the assistant's earlier reset link failed: claims_agent_error yes. A hands off to a supervisor; B and C apologize and continue. Frustration near level 2 despite 'not angry'; C high tier P(>=2)>0.4 is the close call."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
access-reset-link-never-worked/t1
{"case_id":"access-reset-link-never-worked/t1","dialog_id":"access-reset-link-never-worked","turn":1,"transcript":[{"speaker":"customer","text":"Second time here. Yesterday your bot sent me a password reset link and it just went to a page saying 'token invalid'. Still can't get in. Not angry, just want it to actually w...
{"dialog_id":"access-reset-link-never-worked","turn":1,"theme":"access","note":"'That fixed it, BUT': resolved with a mild complaint. A and B close; C should mark resolved but leave the ticket open since not all the mass is calm."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
access-reset-link-never-worked/t2
{"case_id":"access-reset-link-never-worked/t2","dialog_id":"access-reset-link-never-worked","turn":2,"transcript":[{"speaker":"customer","text":"Second time here. Yesterday your bot sent me a password reset link and it just went to a page saying 'token invalid'. Still can't get in. Not angry, just want it to actually w...
{"dialog_id":"access-reset-link-never-worked","turn":2,"theme":"access","note":"Stale double-charge (resolved, past) vs a current fee question: intent shifts toward billing_dispute or general_question, claims_agent_error should stay low. Fee on file, no hardship, so no waiver."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
billing-double-charge-152/t0
{"case_id":"billing-double-charge-152/t0","dialog_id":"billing-double-charge-152","turn":0,"transcript":[{"speaker":"customer","text":"I WAS CHARGED TWICE FOR THE SAME $152 ORDER FROM NORTHWIND ON THE 3RD. TWO IDENTICAL CHARGES. THIS IS THE SECOND TIME THIS YEAR. FIX IT."}],"customer":{"tenure_months":31,"vip":false,"p...
{"dialog_id":"billing-double-charge-152","turn":0,"theme":"billing","note":"All-caps anger at the situation, no insult: frustration 3, not 4. A hands off on anger; C mid hands off as too frustrated; B empathises, raises priority and, at $152, sends the refund to a person."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
billing-double-charge-152/t1
{"case_id":"billing-double-charge-152/t1","dialog_id":"billing-double-charge-152","turn":1,"transcript":[{"speaker":"customer","text":"I WAS CHARGED TWICE FOR THE SAME $152 ORDER FROM NORTHWIND ON THE 3RD. TWO IDENTICAL CHARGES. THIS IS THE SECOND TIME THIS YEAR. FIX IT."},{"speaker":"assistant","text":"I'm really sorr...
{"dialog_id":"billing-double-charge-152","turn":1,"theme":"billing","note":"Sarcastic acceptance. If read as accepts, the amount straddles the limits: A (over $50) and B (over $150) hand off to refunds, C mid (under $200) pays it."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "clear_pending", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "clear_pending"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "clear_pending", "arguments_json": "{}" }, ...
billing-double-charge-152/t2
{"case_id":"billing-double-charge-152/t2","dialog_id":"billing-double-charge-152","turn":2,"transcript":[{"speaker":"customer","text":"I WAS CHARGED TWICE FOR THE SAME $152 ORDER FROM NORTHWIND ON THE 3RD. TWO IDENTICAL CHARGES. THIS IS THE SECOND TIME THIS YEAR. FIX IT."},{"speaker":"assistant","text":"I'm really sorr...
{"dialog_id":"billing-double-charge-152","turn":2,"theme":"billing","note":"'That fixed it, BUT': not resolved. The February complaint is stale history, not a new claim. 'Anyone who can actually look into it' is an indirect request for a person, near the requests_human threshold."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
billing-double-charge-coffee/t0
{"case_id":"billing-double-charge-coffee/t0","dialog_id":"billing-double-charge-coffee","turn":0,"transcript":[{"speaker":"customer","text":"hey, order 71133 from ridgeline coffee got charged twice, two lines of $24.50 on sept 2, i only ordered once. can i get one of them back"}],"customer":{"tenure_months":14,"vip":fa...
{"dialog_id":"billing-double-charge-coffee","turn":0,"theme":"billing","note":"Duplicate charge, $24.50 eligible: under B's $25 instant limit and C mid's $30 automatic limit; A proposes. refund_reason duplicate_or_erroneous_charge should be confident."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
billing-double-charge-coffee/t1
{"case_id":"billing-double-charge-coffee/t1","dialog_id":"billing-double-charge-coffee","turn":1,"transcript":[{"speaker":"customer","text":"hey, order 71133 from ridgeline coffee got charged twice, two lines of $24.50 on sept 2, i only ordered once. can i get one of them back"},{"speaker":"assistant","text":"You're ri...
{"dialog_id":"billing-double-charge-coffee","turn":1,"theme":"billing","note":"Yes to a different amount plus a new request: proposal_reply should be unclear_or_conditional, not accepts; the $24.50 must not fire. Intent drifts toward refund_request / changed_mind."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
billing-double-charge-coffee/t2
{"case_id":"billing-double-charge-coffee/t2","dialog_id":"billing-double-charge-coffee","turn":2,"transcript":[{"speaker":"customer","text":"hey, order 71133 from ridgeline coffee got charged twice, two lines of $24.50 on sept 2, i only ordered once. can i get one of them back"},{"speaker":"assistant","text":"You're ri...
{"dialog_id":"billing-double-charge-coffee","turn":2,"theme":"billing","note":"Clear acceptance of the pending $24.50 refund after the detour: A, B and C all execute it and mark resolved."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "clear_pending", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "clear_pending"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "clear_pending", "arguments_json": "{}" }, ...
billing-fee-already-waived/t0
{"case_id":"billing-fee-already-waived/t0","dialog_id":"billing-fee-already-waived","turn":0,"transcript":[{"speaker":"customer","text":"Hi, could you waive the $29 late fee from August? I paid two days late, first time in almost three years."}],"customer":{"tenure_months":33,"vip":false,"prior_contacts_30d":0,"prior_r...
{"dialog_id":"billing-fee-already-waived","turn":0,"theme":"billing","note":"Politely asks for a waiver the record shows was already credited: the already-refunded rule in every policy explains rather than pays twice."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"expl...
billing-fee-already-waived/t1
{"case_id":"billing-fee-already-waived/t1","dialog_id":"billing-fee-already-waived","turn":1,"transcript":[{"speaker":"customer","text":"Hi, could you waive the $29 late fee from August? I paid two days late, first time in almost three years."},{"speaker":"assistant","text":"Good news: that $29 late fee was already rev...
{"dialog_id":"billing-fee-already-waived","turn":1,"theme":"billing","note":"Resolved and calm: auto-close in every policy."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"clos...
billing-foreign-fee-courtesy/t0
{"case_id":"billing-foreign-fee-courtesy/t0","dialog_id":"billing-foreign-fee-courtesy","turn":0,"transcript":[{"speaker":"customer","text":"Good afternoon. I booked a hotel in Lisbon for $420 on 27 August and was charged a $12.60 foreign transaction fee. The booking was priced and paid in US dollars, so I fail to see ...
{"dialog_id":"billing-foreign-fee-courtesy","turn":0,"theme":"billing","note":"Formal; recognises the charge and disputes only the fee: billing_dispute, reports_unauthorized no. Claim on file is not eligible; B's goodwill refund needs refund_reason confidence > 0.8, which this reason barely fits."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
billing-foreign-fee-courtesy/t1
{"case_id":"billing-foreign-fee-courtesy/t1","dialog_id":"billing-foreign-fee-courtesy","turn":1,"transcript":[{"speaker":"customer","text":"Good afternoon. I booked a hotel in Lisbon for $420 on 27 August and was charged a $12.60 foreign transaction fee. The booking was priced and paid in US dollars, so I fail to see ...
{"dialog_id":"billing-foreign-fee-courtesy","turn":1,"theme":"billing","note":"Negated regulator mention: threat_legal_regulatory should be no. Mild irritation, money_back with no hardship. Expect explain-not-eligible, no flag, no handoff."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"expl...
billing-foreign-fee-courtesy/t2
{"case_id":"billing-foreign-fee-courtesy/t2","dialog_id":"billing-foreign-fee-courtesy","turn":2,"transcript":[{"speaker":"customer","text":"Good afternoon. I booked a hotel in Lisbon for $420 on 27 August and was charged a $12.60 foreign transaction fee. The booking was priced and paid in US dollars, so I fail to see ...
{"dialog_id":"billing-foreign-fee-courtesy","turn":2,"theme":"billing","note":"Resolved but not calm: A and B close the ticket; C should mark resolved and leave it open because frustration mass sits above calm."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"clos...
billing-interest-after-full-payment/t0
{"case_id":"billing-interest-after-full-payment/t0","dialog_id":"billing-interest-after-full-payment","turn":0,"transcript":[{"speaker":"customer","text":"Quick one. Last year you charged me a late fee that shouldn't have existed; it got fixed after a few weeks, so that's done. Today's question is separate: why is ther...
{"dialog_id":"billing-interest-after-full-payment","turn":0,"theme":"billing","note":"Stale, already-fixed complaint plus a current question. Intent should be general_question (explanation_only), not billing_dispute; nothing on file to refund; claims_agent_error refers to the past, so no."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
billing-interest-after-full-payment/t1
{"case_id":"billing-interest-after-full-payment/t1","dialog_id":"billing-interest-after-full-payment","turn":1,"transcript":[{"speaker":"customer","text":"Quick one. Last year you charged me a late fee that shouldn't have existed; it got fixed after a few weeks, so that's done. Today's question is separate: why is ther...
{"dialog_id":"billing-interest-after-full-payment","turn":1,"theme":"billing","note":"Alleges the assistant's answer is wrong (claims_agent_error) and adds concrete details; intent shifts toward billing_dispute. A hands off to a supervisor; B and C flag and apologise while continuing."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
billing-interest-after-full-payment/t2
{"case_id":"billing-interest-after-full-payment/t2","dialog_id":"billing-interest-after-full-payment","turn":2,"transcript":[{"speaker":"customer","text":"Quick one. Last year you charged me a late fee that shouldn't have existed; it got fixed after a few weeks, so that's done. Today's question is separate: why is ther...
{"dialog_id":"billing-interest-after-full-payment","turn":2,"theme":"billing","note":"Resolved in thread and the error claim withdrawn. Calm enough to auto-close in every policy; claims_agent_error should now be no."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
billing-late-fee-tight-then-overdraft/t0
{"case_id":"billing-late-fee-tight-then-overdraft/t0","dialog_id":"billing-late-fee-tight-then-overdraft","turn":0,"transcript":[{"speaker":"customer","text":"Hi there. I see a $35 late fee on my September statement. My payment went through on the 3rd and the due date was the 1st, so I get it, but money's a bit tight t...
{"dialog_id":"billing-late-fee-tight-then-overdraft","turn":0,"theme":"billing","note":"Fee on file, charge recognised, hardship at level 1 only. B waives on any mention of money being tight; A and C need level 2 and should explain instead."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"ask_...
billing-late-fee-tight-then-overdraft/t1
{"case_id":"billing-late-fee-tight-then-overdraft/t1","dialog_id":"billing-late-fee-tight-then-overdraft","turn":1,"transcript":[{"speaker":"customer","text":"Hi there. I see a $35 late fee on my September statement. My payment went through on the 3rd and the due date was the 1st, so I get it, but money's a bit tight t...
{"dialog_id":"billing-late-fee-tight-then-overdraft","turn":1,"theme":"billing","note":"Hardship rises to level 2 with a concrete deadline (urgency 2). A: propose a hardship referral; B and C mid: waive the fee outright."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"offe...
billing-late-fee-tight-then-overdraft/t2
{"case_id":"billing-late-fee-tight-then-overdraft/t2","dialog_id":"billing-late-fee-tight-then-overdraft","turn":2,"transcript":[{"speaker":"customer","text":"Hi there. I see a $35 late fee on my September statement. My payment went through on the 3rd and the due date was the 1st, so I get it, but money's a bit tight t...
{"dialog_id":"billing-late-fee-tight-then-overdraft","turn":2,"theme":"billing","note":"A question instead of an answer to the pending referral: unclear_or_conditional. The proposal stays pending and nothing executes."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"offe...
billing-overdraft-no-food/t0
{"case_id":"billing-overdraft-no-food/t0","dialog_id":"billing-overdraft-no-food","turn":0,"transcript":[{"speaker":"customer","text":"Hello. On my account is a fee 30 dollar for overdraft from 1 september. I am not having work since July and this month if the fee stay I can not buy the food for my children. Please, is...
{"dialog_id":"billing-overdraft-no-food","turn":0,"theme":"billing","note":"Non-native register; hardship at level 3 (job loss, essentials), urgency 3, fee on file. A: propose a hardship referral; B and C: waive the $30 at once."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"offe...
billing-overdraft-no-food/t1
{"case_id":"billing-overdraft-no-food/t1","dialog_id":"billing-overdraft-no-food","turn":1,"transcript":[{"speaker":"customer","text":"Hello. On my account is a fee 30 dollar for overdraft from 1 september. I am not having work since July and this month if the fee stay I can not buy the food for my children. Please, is...
{"dialog_id":"billing-overdraft-no-food","turn":1,"theme":"billing","note":"Clear acceptance of the pending hardship referral: clear it and hand off to the hardship queue in every policy."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
billing-overdraft-no-food/t2
{"case_id":"billing-overdraft-no-food/t2","dialog_id":"billing-overdraft-no-food","turn":2,"transcript":[{"speaker":"customer","text":"Hello. On my account is a fee 30 dollar for overdraft from 1 september. I am not having work since July and this month if the fee stay I can not buy the food for my children. Please, is...
{"dialog_id":"billing-overdraft-no-food","turn":2,"theme":"billing","note":"A human already owns the conversation: every policy emits no actions, however resolved and grateful the message reads."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [], "primary_action": null }, { "...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [], "primary_action": null }, {...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [], "primary_action": null }, { "policy_id": "B", "status": "ok", ...
billing-paper-statement-fee-profanity/t0
{"case_id":"billing-paper-statement-fee-profanity/t0","dialog_id":"billing-paper-statement-fee-profanity","turn":0,"transcript":[{"speaker":"customer","text":"You charge $27 a year for PAPER STATEMENTS?? That is a scam. I never asked for paper, it just started showing up. Take it off."}],"customer":{"tenure_months":48,...
{"dialog_id":"billing-paper-statement-fee-profanity","turn":0,"theme":"billing","note":"A fee the customer recognises but calls a scam: billing_dispute, not unauthorized. Frustration 3 with no hostility. A hands off on anger; C mid hands off; B empathises and continues to an explanation."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
billing-paper-statement-fee-profanity/t1
{"case_id":"billing-paper-statement-fee-profanity/t1","dialog_id":"billing-paper-statement-fee-profanity","turn":1,"transcript":[{"speaker":"customer","text":"You charge $27 a year for PAPER STATEMENTS?? That is a scam. I never asked for paper, it just started showing up. Take it off."},{"speaker":"assistant","text":"I...
{"dialog_id":"billing-paper-statement-fee-profanity","turn":1,"theme":"billing","note":"Profanity aimed at the company and explicitly not at the agent: frustration 3, hostile no. A near-explicit request for a person sits at the requests_human thresholds (A 0.5 yes; B 0.7 and C mid 0.6 borderline)."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
billing-paper-statement-fee-profanity/t2
{"case_id":"billing-paper-statement-fee-profanity/t2","dialog_id":"billing-paper-statement-fee-profanity","turn":2,"transcript":[{"speaker":"customer","text":"You charge $27 a year for PAPER STATEMENTS?? That is a scam. I never asked for paper, it just started showing up. Take it off."},{"speaker":"assistant","text":"I...
{"dialog_id":"billing-paper-statement-fee-profanity","turn":2,"theme":"billing","note":"Reported and retracted legal threat: threat_legal_regulatory should be no. Not resolved (waiting on the review); no human owns the chat yet, so handed_off stays False."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
billing-plus-price-increase/t0
{"case_id":"billing-plus-price-increase/t0","dialog_id":"billing-plus-price-increase","turn":0,"transcript":[{"speaker":"customer","text":"So my Plus subscription just went from $9.99 to $14.99 and nobody told me. That's a 50% jump overnight. Not cool."}],"customer":{"tenure_months":26,"vip":false,"prior_contacts_30d":...
{"dialog_id":"billing-plus-price-increase","turn":0,"theme":"billing","note":"Price increase complaint: billing_dispute vs cancel_account confusable; churn at level 1 at most, no talk of leaving. Nothing on file to refund; expect an explanation."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
billing-plus-price-increase/t1
{"case_id":"billing-plus-price-increase/t1","dialog_id":"billing-plus-price-increase","turn":1,"transcript":[{"speaker":"customer","text":"So my Plus subscription just went from $9.99 to $14.99 and nobody told me. That's a 50% jump overnight. Not cool."},{"speaker":"assistant","text":"I understand, that's a big jump to...
{"dialog_id":"billing-plus-price-increase","turn":1,"theme":"billing","note":"Considering leaving with a competitor named: churn level 2, not 3. B: retention offer; C mid: at risk only if intent reads cancel_account; A: still an explanation, no cancellation proposal."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"ask_...
billing-plus-price-increase/t2
{"case_id":"billing-plus-price-increase/t2","dialog_id":"billing-plus-price-increase","turn":2,"transcript":[{"speaker":"customer","text":"So my Plus subscription just went from $9.99 to $14.99 and nobody told me. That's a 50% jump overnight. Not cool."},{"speaker":"assistant","text":"I understand, that's a big jump to...
{"dialog_id":"billing-plus-price-increase","turn":2,"theme":"billing","note":"Decided to leave: churn 3, cancel_account, subscription active. Every policy proposes cancellation (B also applies a retention offer). Nothing is pending: the assistant offered a discount, not a cancellation."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
billing-promised-waiver-not-done/t0
{"case_id":"billing-promised-waiver-not-done/t0","dialog_id":"billing-promised-waiver-not-done","turn":0,"transcript":[{"speaker":"customer","text":"On August 28 I chatted with one of your agents who told me, and I quote, 'the $39 late fee will be removed within 48 hours.' It's September 6 and it's still there. You tol...
{"dialog_id":"billing-promised-waiver-not-done","turn":0,"theme":"billing","note":"Quoting the company's own promise is a live broken-promise claim, not a report-of trap: claims_agent_error yes. A: flag and supervisor handoff; B and C: flag and apologise, then continue with the fee on file and no hardship."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
billing-promised-waiver-not-done/t1
{"case_id":"billing-promised-waiver-not-done/t1","dialog_id":"billing-promised-waiver-not-done","turn":1,"transcript":[{"speaker":"customer","text":"On August 28 I chatted with one of your agents who told me, and I quote, 'the $39 late fee will be removed within 48 hours.' It's September 6 and it's still there. You tol...
{"dialog_id":"billing-promised-waiver-not-done","turn":1,"theme":"billing","note":"Negated public threat: threat_chargeback_or_public no. Hardship at level 1 now: B waives the fee, A and C do not. Restates the broken promise, so the error claim may persist."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
billing-returned-payment-declines-referral/t0
{"case_id":"billing-returned-payment-declines-referral/t0","dialog_id":"billing-returned-payment-declines-referral","turn":0,"transcript":[{"speaker":"customer","text":"Your $40 returned payment fee hit the same week my hours got cut in half. Because of it I'm going to overdraft on the 15th when my car payment comes ou...
{"dialog_id":"billing-returned-payment-declines-referral","turn":0,"theme":"billing","note":"Hardship at level 2 (overdraft, hours cut) with a $40 fee on file. A: propose a hardship referral; B and C mid: waive the fee outright."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"offe...
billing-returned-payment-declines-referral/t1
{"case_id":"billing-returned-payment-declines-referral/t1","dialog_id":"billing-returned-payment-declines-referral","turn":1,"transcript":[{"speaker":"customer","text":"Your $40 returned payment fee hit the same week my hours got cut in half. Because of it I'm going to overdraft on the 15th when my car payment comes ou...
{"dialog_id":"billing-returned-payment-declines-referral","turn":1,"theme":"billing","note":"Clear decline of the referral with mild frustration: every policy clears the proposal and explains the fee rather than escalating."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"expl...
billing-returned-payment-declines-referral/t2
{"case_id":"billing-returned-payment-declines-referral/t2","dialog_id":"billing-returned-payment-declines-referral","turn":2,"transcript":[{"speaker":"customer","text":"Your $40 returned payment fee hit the same week my hours got cut in half. Because of it I'm going to overdraft on the 15th when my car payment comes ou...
{"dialog_id":"billing-returned-payment-declines-referral","turn":2,"theme":"billing","note":"Decided churn (level 3) with a competitor named, but no active subscription so nothing can be cancelled; intent hovers between cancel_account and billing_dispute. B: retention offer; A and C mid: retention offer or ask the canc...
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"offe...
billing-which-card-then-full-number/t0
{"case_id":"billing-which-card-then-full-number/t0","dialog_id":"billing-which-card-then-full-number","turn":0,"transcript":[{"speaker":"customer","text":"Which card did the $34 overdraft fee go on? I have two with you. Is it the one ending in 4471?"}],"customer":{"tenure_months":16,"vip":false,"prior_contacts_30d":0,"...
{"dialog_id":"billing-which-card-then-full-number","turn":0,"theme":"billing","note":"Last-four only: shares_credentials no. A general question about which card, not yet a dispute; no hardship."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"expl...
billing-which-card-then-full-number/t1
{"case_id":"billing-which-card-then-full-number/t1","dialog_id":"billing-which-card-then-full-number","turn":1,"transcript":[{"speaker":"customer","text":"Which card did the $34 overdraft fee go on? I have two with you. Is it the one ending in 4471?"},{"speaker":"assistant","text":"It's the card ending in 4471. The $34...
{"dialog_id":"billing-which-card-then-full-number","turn":1,"theme":"billing","note":"Full card number typed out: redact and warn in every policy. A and C stop there; B continues, and level-3 hardship with a fee on file waives the $34."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcript", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcr...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcript", "arguments_json": "{}" },...
conduct-brother-cfpb-annual-plan/t0
{"case_id":"conduct-brother-cfpb-annual-plan/t0","dialog_id":"conduct-brother-cfpb-annual-plan","turn":0,"transcript":[{"speaker":"customer","text":"There is a charge of $129 on Sept 3 for 'PayCard Plus annual'. I signed up for the $12 monthly plan, not annual. My brother says I should report you to the CFPB. I want th...
{"dialog_id":"conduct-brother-cfpb-annual-plan","turn":0,"theme":"conduct","note":"Quoted regulator threat (someone else's words) should stay under every legal threshold. Erroneous charge with a $129 eligible refund: A hands to refunds (over $50), B and C-mid propose."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
conduct-brother-cfpb-annual-plan/t1
{"case_id":"conduct-brother-cfpb-annual-plan/t1","dialog_id":"conduct-brother-cfpb-annual-plan","turn":1,"transcript":[{"speaker":"customer","text":"There is a charge of $129 on Sept 3 for 'PayCard Plus annual'. I signed up for the $12 monthly plan, not annual. My brother says I should report you to the CFPB. I want th...
{"dialog_id":"conduct-brother-cfpb-annual-plan","turn":1,"theme":"conduct","note":"A question instead of an answer: unclear_or_conditional, proposal stays pending, no execution anywhere."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
conduct-brother-cfpb-annual-plan/t2
{"case_id":"conduct-brother-cfpb-annual-plan/t2","dialog_id":"conduct-brother-cfpb-annual-plan","turn":2,"transcript":[{"speaker":"customer","text":"There is a charge of $129 on Sept 3 for 'PayCard Plus annual'. I signed up for the $12 monthly plan, not annual. My brother says I should report you to the CFPB. I want th...
{"dialog_id":"conduct-brother-cfpb-annual-plan","turn":2,"theme":"conduct","note":"Declines the pending refund and resolves in thread. The pending section runs before closing, so expect refund-declined (ask_desired_outcome), not close."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "clear_pending", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "clear_pending"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "clear_pending", "arguments_json": "{}" }, ...
conduct-buried-manager-request/t0
{"case_id":"conduct-buried-manager-request/t0","dialog_id":"conduct-buried-manager-request","turn":0,"transcript":[{"speaker":"customer","text":"Good afternoon. I hope you're well. I've been a cardholder for a little over three and a half years and have always found your service excellent, so I write this with some rel...
{"dialog_id":"conduct-buried-manager-request","turn":0,"theme":"conduct","note":"Long, polite message with a buried explicit request for a manager: requests_human should clear A 0.5, B 0.7, C-mid 0.6 despite the calm tone. Otherwise a not-eligible refund."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
conduct-buried-manager-request/t1
{"case_id":"conduct-buried-manager-request/t1","dialog_id":"conduct-buried-manager-request","turn":1,"transcript":[{"speaker":"customer","text":"Good afternoon. I hope you're well. I've been a cardholder for a little over three and a half years and have always found your service excellent, so I write this with some rel...
{"dialog_id":"conduct-buried-manager-request","turn":1,"theme":"conduct","note":"Calm follow-up adding new details, no request for a human this turn; refund not eligible and over B's $40 goodwill limit, so explain_refund_not_eligible."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
conduct-calm-atm-limit/t0
{"case_id":"conduct-calm-atm-limit/t0","dialog_id":"conduct-calm-atm-limit","turn":0,"transcript":[{"speaker":"customer","text":"Hi! Quick one: what's the daily ATM withdrawal limit on my card?"}],"customer":{"tenure_months":11,"vip":false,"prior_contacts_30d":0,"prior_refunds_90d":0},"account":{"card_id":"card-9106","...
{"dialog_id":"conduct-calm-atm-limit","turn":0,"theme":"conduct","note":"Calm general question with no issue at all: the baseline."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"expl...
conduct-calm-atm-limit/t1
{"case_id":"conduct-calm-atm-limit/t1","dialog_id":"conduct-calm-atm-limit","turn":1,"transcript":[{"speaker":"customer","text":"Hi! Quick one: what's the daily ATM withdrawal limit on my card?"},{"speaker":"assistant","text":"Hi! Your daily ATM withdrawal limit is $500, resetting at midnight Eastern. Cash advance limi...
{"dialog_id":"conduct-calm-atm-limit","turn":1,"theme":"conduct","note":"Follow-up with new concrete details (amount, day); mild urgency; still calm. explain_charge_or_policy."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"expl...
conduct-calm-atm-limit/t2
{"case_id":"conduct-calm-atm-limit/t2","dialog_id":"conduct-calm-atm-limit","turn":2,"transcript":[{"speaker":"customer","text":"Hi! Quick one: what's the daily ATM withdrawal limit on my card?"},{"speaker":"assistant","text":"Hi! Your daily ATM withdrawal limit is $500, resetting at midnight Eastern. Cash advance limi...
{"dialog_id":"conduct-calm-atm-limit","turn":2,"theme":"conduct","note":"Resolved and calm: auto-close in every policy, including C's P(frustration>=1)<0.25 rule."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"clos...
conduct-chargeback-graded-duplicate/t0
{"case_id":"conduct-chargeback-graded-duplicate/t0","dialog_id":"conduct-chargeback-graded-duplicate","turn":0,"transcript":[{"speaker":"customer","text":"Harbor Lane Outfitters charged me $52 twice on Sept 1 for one order. I could always just dispute it with my bank but I'd rather you fix it."}],"customer":{"tenure_mo...
{"dialog_id":"conduct-chargeback-graded-duplicate","turn":0,"theme":"conduct","note":"Hypothetical chargeback ('could always') should stay under 0.6. Duplicate charge with a $52 eligible refund: A hands to refunds (over $50), B and C-mid propose. billing_dispute vs refund_request confusable."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", ...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
conduct-chargeback-graded-duplicate/t1
{"case_id":"conduct-chargeback-graded-duplicate/t1","dialog_id":"conduct-chargeback-graded-duplicate","turn":1,"transcript":[{"speaker":"customer","text":"Harbor Lane Outfitters charged me $52 twice on Sept 1 for one order. I could always just dispute it with my bank but I'd rather you fix it."},{"speaker":"assistant",...
{"dialog_id":"conduct-chargeback-graded-duplicate","turn":1,"theme":"conduct","note":"Yes to a different amount (unclear_or_conditional, pending stays) plus a stated chargeback threat: flag at A 0.6, B 0.7, C-mid 0.6."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "flag_for_revie...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
conduct-chargeback-graded-duplicate/t2
{"case_id":"conduct-chargeback-graded-duplicate/t2","dialog_id":"conduct-chargeback-graded-duplicate","turn":2,"transcript":[{"speaker":"customer","text":"Harbor Lane Outfitters charged me $52 twice on Sept 1 for one order. I could always just dispute it with my bank but I'd rather you fix it."},{"speaker":"assistant",...
{"dialog_id":"conduct-chargeback-graded-duplicate","turn":2,"theme":"conduct","note":"Clear acceptance of $52: A routes to refunds (over $50), B pays (under $150), C-mid pays (under $200)."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "flag_for_review", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "flag_for_revie...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "flag_for_review", "arguments_json": "{\"reason\":\"pu...
conduct-filed-attorney-general/t0
{"case_id":"conduct-filed-attorney-general/t0","dialog_id":"conduct-filed-attorney-general","turn":0,"transcript":[{"speaker":"customer","text":"This is my fourth contact. You kept billing $19.99 for three months after I cancelled in May. I have filed a complaint with the state attorney general this morning, reference ...
{"dialog_id":"conduct-filed-attorney-general","turn":0,"theme":"conduct","note":"Stated, present-tense regulator complaint: compliance handoff in every policy; the refund and cancellation are never reached."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
conduct-filed-attorney-general/t1
{"case_id":"conduct-filed-attorney-general/t1","dialog_id":"conduct-filed-attorney-general","turn":1,"transcript":[{"speaker":"customer","text":"This is my fourth contact. You kept billing $19.99 for three months after I cancelled in May. I have filed a complaint with the state attorney general this morning, reference ...
{"dialog_id":"conduct-filed-attorney-general","turn":1,"theme":"conduct","note":"A human already owns the conversation: expect no actions at all despite the frustration."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [], "primary_action": null }, { "...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [], "primary_action": null }, {...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [], "primary_action": null }, { "policy_id": "B", "status": "ok", ...
conduct-frustration-ladder-reader/t0
{"case_id":"conduct-frustration-ladder-reader/t0","dialog_id":"conduct-frustration-ladder-reader","turn":0,"transcript":[{"speaker":"customer","text":"Hey, checking on order ord-61877, the card reader. It was due Aug 20 and still shows processing. Bit of a wait, any update?"}],"customer":{"tenure_months":26,"vip":false...
{"dialog_id":"conduct-frustration-ladder-reader","turn":0,"theme":"conduct","note":"Level 1: mildly irritated but polite. Delivery issue with order on file: provide_order_status."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", ...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", "arguments_json": "{\"intent\":\"deliver...
conduct-frustration-ladder-reader/t1
{"case_id":"conduct-frustration-ladder-reader/t1","dialog_id":"conduct-frustration-ladder-reader","turn":1,"transcript":[{"speaker":"customer","text":"Hey, checking on order ord-61877, the card reader. It was due Aug 20 and still shows processing. Bit of a wait, any update?"},{"speaker":"assistant","text":"Thanks for c...
{"dialog_id":"conduct-frustration-ladder-reader","turn":1,"theme":"conduct","note":"Level 2: clearly frustrated at the service. A's P(>=3)>0.35 is the live edge; B (0.6) and C-low (0.7) should keep the bot on it."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
conduct-frustration-ladder-reader/t2
{"case_id":"conduct-frustration-ladder-reader/t2","dialog_id":"conduct-frustration-ladder-reader","turn":2,"transcript":[{"speaker":"customer","text":"Hey, checking on order ord-61877, the card reader. It was due Aug 20 and still shows processing. Bit of a wait, any update?"},{"speaker":"assistant","text":"Thanks for c...
{"dialog_id":"conduct-frustration-ladder-reader","turn":2,"theme":"conduct","note":"Level 3: angry, profanity aimed at the situation not the assistant, livelihood at stake. A hands to supervisor; B empathizes and raises priority; C-low sits at its 0.7 bar. Hostile mass should stay under 0.5."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
conduct-frustration-ladder-reader/t3
{"case_id":"conduct-frustration-ladder-reader/t3","dialog_id":"conduct-frustration-ladder-reader","turn":3,"transcript":[{"speaker":"customer","text":"Hey, checking on order ord-61877, the card reader. It was due Aug 20 and still shows processing. Bit of a wait, any update?"},{"speaker":"assistant","text":"Thanks for c...
{"dialog_id":"conduct-frustration-ladder-reader","turn":3,"theme":"conduct","note":"Level 4: insult aimed at the assistant plus an explicit request for a human. Every policy hands off and flags abusive_customer."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
conduct-full-card-number-pharmacy/t0
{"case_id":"conduct-full-card-number-pharmacy/t0","dialog_id":"conduct-full-card-number-pharmacy","turn":0,"transcript":[{"speaker":"customer","text":"my card keeps getting declined at the pharmacy. here is the card so you can check it faster: 4242 4242 4242 4242 exp 09/28 cvv 317. whats wrong with it"}],"customer":{"t...
{"dialog_id":"conduct-full-card-number-pharmacy","turn":0,"theme":"conduct","note":"Full PAN, expiry and CVV in the text: redact and warn in every policy; A and C stop there, B continues to card_declined."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcript", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcr...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcript", "arguments_json": "{}" },...
conduct-full-card-number-pharmacy/t1
{"case_id":"conduct-full-card-number-pharmacy/t1","dialog_id":"conduct-full-card-number-pharmacy","turn":1,"transcript":[{"speaker":"customer","text":"my card keeps getting declined at the pharmacy. here is the card so you can check it faster: 4242 4242 4242 4242 exp 09/28 cvv 317. whats wrong with it"},{"speaker":"ass...
{"dialog_id":"conduct-full-card-number-pharmacy","turn":1,"theme":"conduct","note":"Last four only: no redaction. Urgency level 3 (medication, closing soon): A's stranded rule (P(urgency>=3)>0.4) hands off urgent; B raises priority and explains; C-low needs 0.6."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcript", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcr...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcript", "arguments_json": "{}" },...
conduct-full-card-number-pharmacy/t2
{"case_id":"conduct-full-card-number-pharmacy/t2","dialog_id":"conduct-full-card-number-pharmacy","turn":2,"transcript":[{"speaker":"customer","text":"my card keeps getting declined at the pharmacy. here is the card so you can check it faster: 4242 4242 4242 4242 exp 09/28 cvv 317. whats wrong with it"},{"speaker":"ass...
{"dialog_id":"conduct-full-card-number-pharmacy","turn":2,"theme":"conduct","note":"Resolved, but asks about reaching a human for next time rather than now: requests_human hovers around 0.5-0.7. A closes only if resolved>0.7 and human<0.5; frustration low."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcript", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcr...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "redact_transcript", "arguments_json": "{}" },...
conduct-hypothetical-lawyer-desk/t0
{"case_id":"conduct-hypothetical-lawyer-desk/t0","dialog_id":"conduct-hypothetical-lawyer-desk","turn":0,"transcript":[{"speaker":"customer","text":"Order ord-40213, the desk frame, was supposed to be here Aug 29. It's Sept 6. Tracking hasn't moved since the 27th. Where is it?"}],"customer":{"tenure_months":14,"vip":fa...
{"dialog_id":"conduct-hypothetical-lawyer-desk","turn":0,"theme":"conduct","note":"Delivery issue with an order on file, frustration around level 2, no threat. Expect provide_order_status in every policy."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "set_intent", ...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
conduct-hypothetical-lawyer-desk/t1
{"case_id":"conduct-hypothetical-lawyer-desk/t1","dialog_id":"conduct-hypothetical-lawyer-desk","turn":1,"transcript":[{"speaker":"customer","text":"Order ord-40213, the desk frame, was supposed to be here Aug 29. It's Sept 6. Tracking hasn't moved since the 27th. Where is it?"},{"speaker":"assistant","text":"I'm sorry...
{"dialog_id":"conduct-hypothetical-lawyer-desk","turn":1,"theme":"conduct","note":"Hypothetical, conditional legal threat: should sit around 0.4-0.6, above A's 0.5 bar but under B's and C-low's 0.7. Frustration 2-3 also brushes A's angry bar."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
conduct-hypothetical-lawyer-desk/t2
{"case_id":"conduct-hypothetical-lawyer-desk/t2","dialog_id":"conduct-hypothetical-lawyer-desk","turn":2,"transcript":[{"speaker":"customer","text":"Order ord-40213, the desk frame, was supposed to be here Aug 29. It's Sept 6. Tracking hasn't moved since the 27th. Where is it?"},{"speaker":"assistant","text":"I'm sorry...
{"dialog_id":"conduct-hypothetical-lawyer-desk","turn":2,"theme":"conduct","note":"Negated threat right after a hypothetical one; frustration drops to 1-2. No safety rule should fire; plain order status."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
conduct-last-time-i-threatened/t0
{"case_id":"conduct-last-time-i-threatened/t0","dialog_id":"conduct-last-time-i-threatened","turn":0,"transcript":[{"speaker":"customer","text":"Last year you people charged me a $28 paper statement fee, I threatened to sue and it came off the same day. Well it's back on this month's statement. Same fee, $28."}],"custo...
{"dialog_id":"conduct-last-time-i-threatened","turn":0,"theme":"conduct","note":"A past threat described, not a current one; no legal handoff. Fee on file, no hardship yet. Expect explain_charge_or_policy."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
conduct-last-time-i-threatened/t1
{"case_id":"conduct-last-time-i-threatened/t1","dialog_id":"conduct-last-time-i-threatened","turn":1,"transcript":[{"speaker":"customer","text":"Last year you people charged me a $28 paper statement fee, I threatened to sue and it came off the same day. Well it's back on this month's statement. Same fee, $28."},{"speak...
{"dialog_id":"conduct-last-time-i-threatened","turn":1,"theme":"conduct","note":"Hardship level 1 (money's tight): B waives the fee at P(hardship>=1)>0.6; A and C need level 2 mass. Faint claim of company error hovers near A's 0.5."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
conduct-last-time-i-threatened/t2
{"case_id":"conduct-last-time-i-threatened/t2","dialog_id":"conduct-last-time-i-threatened","turn":2,"transcript":[{"speaker":"customer","text":"Last year you people charged me a $28 paper statement fee, I threatened to sue and it came off the same day. Well it's back on this month's statement. Same fee, $28."},{"speak...
{"dialog_id":"conduct-last-time-i-threatened","turn":2,"theme":"conduct","note":"Clear decline of the hardship referral with frustration 2-3 and a jab at the assistant. Pending section fires first (explain_charge_or_policy); A's angry bar is the other live edge."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"expl...
conduct-not-suing-late-fee/t0
{"case_id":"conduct-not-suing-late-fee/t0","dialog_id":"conduct-not-suing-late-fee","turn":0,"transcript":[{"speaker":"customer","text":"Look, I'm not going to sue anyone or whatever, I just want the $35 late fee removed. Payment was 1 day late because of the holiday weekend."}],"customer":{"tenure_months":31,"vip":fal...
{"dialog_id":"conduct-not-suing-late-fee","turn":0,"theme":"conduct","note":"Negated legal threat; billing dispute over a fee on file with no hardship, so no waiver in any policy. Expect explain_charge_or_policy."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"ask_...
conduct-not-suing-late-fee/t1
{"case_id":"conduct-not-suing-late-fee/t1","dialog_id":"conduct-not-suing-late-fee","turn":1,"transcript":[{"speaker":"customer","text":"Look, I'm not going to sue anyone or whatever, I just want the $35 late fee removed. Payment was 1 day late because of the holiday weekend."},{"speaker":"assistant","text":"Thanks for...
{"dialog_id":"conduct-not-suing-late-fee","turn":1,"theme":"conduct","note":"Indirect request for a human: p around 0.5-0.7 splits A (0.5) from B (0.7) with C-mid at 0.6. Frustration level 2."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
conduct-not-suing-late-fee/t2
{"case_id":"conduct-not-suing-late-fee/t2","dialog_id":"conduct-not-suing-late-fee","turn":2,"transcript":[{"speaker":"customer","text":"Look, I'm not going to sue anyone or whatever, I just want the $35 late fee removed. Payment was 1 day late because of the holiday weekend."},{"speaker":"assistant","text":"Thanks for...
{"dialog_id":"conduct-not-suing-late-fee","turn":2,"theme":"conduct","note":"Explicit request for a human; clears every threshold. Reads like an acceptance but nothing in PENDING was proposed."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
conduct-past-news-foreign-fee/t0
{"case_id":"conduct-past-news-foreign-fee/t0","dialog_id":"conduct-past-news-foreign-fee","turn":0,"transcript":[{"speaker":"customer","text":"Two years ago I went to the local news about your old inactivity fee and you dropped it, remember that? Anyway, simple question this time: what's the foreign transaction fee on ...
{"dialog_id":"conduct-past-news-foreign-fee","turn":0,"theme":"conduct","note":"Past press involvement described; calm general question with low urgency. No public-threat flag; explain_charge_or_policy."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"expl...
conduct-past-news-foreign-fee/t1
{"case_id":"conduct-past-news-foreign-fee/t1","dialog_id":"conduct-past-news-foreign-fee","turn":1,"transcript":[{"speaker":"customer","text":"Two years ago I went to the local news about your old inactivity fee and you dropped it, remember that? Anyway, simple question this time: what's the foreign transaction fee on ...
{"dialog_id":"conduct-past-news-foreign-fee","turn":1,"theme":"conduct","note":"Merely unhappy: no error claim, frustration 1-2, churn level 1 (unfavorable comparison). B's retention offer needs P(churn>=2)>0.5 and should not fire."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"expl...
conduct-profanity-undirected-parking/t0
{"case_id":"conduct-profanity-undirected-parking/t0","dialog_id":"conduct-profanity-undirected-parking","turn":0,"transcript":[{"speaker":"customer","text":"The damn parking garage on 4th charged me $24 for a 20 minute stop, the gate machine glitched and charged the day rate. Not your fault, I know, but it's on my card...
{"dialog_id":"conduct-profanity-undirected-parking","turn":0,"theme":"conduct","note":"Profanity not aimed at anyone, frustration 2. Erroneous $24 charge: B pays instantly only if desired_outcome reads money_back; C-mid auto-refunds under $30 with reason confidence >0.6; A proposes."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"prop...
conduct-profanity-undirected-parking/t1
{"case_id":"conduct-profanity-undirected-parking/t1","dialog_id":"conduct-profanity-undirected-parking","turn":1,"transcript":[{"speaker":"customer","text":"The damn parking garage on 4th charged me $24 for a 20 minute stop, the gate machine glitched and charged the day rate. Not your fault, I know, but it's on my card...
{"dialog_id":"conduct-profanity-undirected-parking","turn":1,"theme":"conduct","note":"Sarcastic, grudging 'sure, whatever': accepts vs unclear_or_conditional right at the consent thresholds (B 0.5, A and C-mid 0.6). Hardship is negated, not present."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "clear_pending", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "clear_pending"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "clear_pending", "arguments_json": "{}" }, ...
conduct-reddit-twitter-expedited-card/t0
{"case_id":"conduct-reddit-twitter-expedited-card/t0","dialog_id":"conduct-reddit-twitter-expedited-card","turn":0,"transcript":[{"speaker":"customer","text":"I paid $25 for expedited shipping on a replacement card that was supposed to arrive Sept 2. It still says processing. Half tempted to write this whole saga up on...
{"dialog_id":"conduct-reddit-twitter-expedited-card","turn":0,"theme":"conduct","note":"Weak hypothetical public threat ('half tempted'); should stay under every public-threat bar. Delivery issue with order on file: order status."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
conduct-reddit-twitter-expedited-card/t1
{"case_id":"conduct-reddit-twitter-expedited-card/t1","dialog_id":"conduct-reddit-twitter-expedited-card","turn":1,"transcript":[{"speaker":"customer","text":"I paid $25 for expedited shipping on a replacement card that was supposed to arrive Sept 2. It still says processing. Half tempted to write this whole saga up on...
{"dialog_id":"conduct-reddit-twitter-expedited-card","turn":1,"theme":"conduct","note":"Stated public threat: flag public_complaint_threat in every policy (A 0.6, B 0.7, C-low 0.7) and continue to order status. Frustration 2-3."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with",...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "respond_with", "arguments_json": "{\"message\":\"hand...
conduct-reddit-twitter-expedited-card/t2
{"case_id":"conduct-reddit-twitter-expedited-card/t2","dialog_id":"conduct-reddit-twitter-expedited-card","turn":2,"transcript":[{"speaker":"customer","text":"I paid $25 for expedited shipping on a replacement card that was supposed to arrive Sept 2. It still says processing. Half tempted to write this whole saga up on...
{"dialog_id":"conduct-reddit-twitter-expedited-card","turn":2,"theme":"conduct","note":"Report of someone else's public post, not a threat by the customer, plus a general question. Expect no flag, just an answer."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "flag_for_review", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "flag_for_revie...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "flag_for_review", "arguments_json": "{\"reason\":\"pu...
conduct-thanks-still-irritated/t0
{"case_id":"conduct-thanks-still-irritated/t0","dialog_id":"conduct-thanks-still-irritated","turn":0,"transcript":[{"speaker":"customer","text":"Where is my metal card? Ordered it 3 weeks ago, was told the 25th. No email, no tracking, nothing."}],"customer":{"tenure_months":8,"vip":false,"prior_contacts_30d":0,"prior_r...
{"dialog_id":"conduct-thanks-still-irritated","turn":0,"theme":"conduct","note":"Delivery issue, order on file (already delivered), frustration 2. provide_order_status."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...
conduct-thanks-still-irritated/t1
{"case_id":"conduct-thanks-still-irritated/t1","dialog_id":"conduct-thanks-still-irritated","turn":1,"transcript":[{"speaker":"customer","text":"Where is my metal card? Ordered it 3 weeks ago, was told the 25th. No email, no tracking, nothing."},{"speaker":"assistant","text":"I'm sorry for the silence on this. The carr...
{"dialog_id":"conduct-thanks-still-irritated","turn":1,"theme":"conduct","note":"Resolved but still mildly irritated: A and B close; C-low marks resolved and leaves the ticket open since P(frustration>=1) is well over 0.25. The swipe at the company keeps claims_agent_error near but below A's 0.5."}
{ "status": "ok", "model": { "name": "gpt-6-astra", "provider": "openai", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", ...
{ "status": "ok", "model": { "name": "claude-fable-5-1", "provider": "anthropic", "reasoning_effort": "high", "question_mode": "one" }, "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human"...
{ "status": "ok", "method": "mean_probabilities", "contributors": [ "openai", "anthropic" ], "used_opus_fallback": false, "decisions": [ { "policy_id": "A", "status": "ok", "actions": [ { "name": "handoff_human", "arguments_json": "{\"queue\":\"super...