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benchmark/hard_turns.json

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+[
+  {
+    "turn_id": 0,
+    "input_text": null,
+    "golden_text": "Welcome! I'd love to help you plan your company gala for eighty guests. Do you have a date in mind? That will help me check venue availability for you.",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "basic_qa"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_000.wav"
+  },
+  {
+    "turn_id": 1,
+    "input_text": null,
+    "golden_text": "Let me search our venues for March 8th with eighty guests.",
+    "required_function_call": {
+      "name": "search_venues",
+      "args": {
+        "date": "2025-03-08",
+        "guest_count": 80
+      }
+    },
+    "function_call_response": {
+      "status": "success",
+      "venues": [
+        {
+          "venue_id": "rooftop_terrace",
+          "name": "The Rooftop Terrace",
+          "capacity": 50,
+          "rental_fee": 2500,
+          "available": true,
+          "fits_guest_count": false
+        },
+        {
+          "venue_id": "garden_pavilion",
+          "name": "The Garden Pavilion",
+          "capacity": 100,
+          "rental_fee": 4000,
+          "available": true,
+          "fits_guest_count": true
+        },
+        {
+          "venue_id": "grand_ballroom",
+          "name": "The Grand Ballroom",
+          "capacity": 250,
+          "rental_fee": 8000,
+          "available": true,
+          "fits_guest_count": true
+        }
+      ]
+    },
+    "categories": [
+      "tool_use"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_001.wav"
+  },
+  {
+    "turn_id": 2,
+    "input_text": null,
+    "golden_text": "All three venues are available on March 8th, but the Rooftop Terrace only holds 50 so it's too small for eighty guests. Your two options are:\n\n1. The Garden Pavilion \u2014 up to 100 guests, $4,000 rental. Beautiful outdoor pavilion with a covered area and dance floor.\n\n2. The Grand Ballroom \u2014 up to 250 guests, $8,000 rental. Elegant indoor ballroom with a full AV system.\n\nThe Garden Pavilion is a great fit for eighty guests and would save you $4,000 over the ballroom. Would you like more details on either?",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "basic_qa"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_002.wav"
+  },
+  {
+    "turn_id": 3,
+    "input_text": null,
+    "golden_text": "The Garden Pavilion holds up to 100 guests and rents for $4,000. It's a beautifully landscaped outdoor pavilion surrounded by native Texas gardens. Amenities include a covered pavilion with ceiling fans, a dance floor, a built-in stage area, a full lighting package, on-site restrooms, and wheelchair accessibility. There's also a backup indoor option at no extra charge in case of rain. Setup and teardown are included.",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "basic_qa",
+      "ambiguous_entity"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_003.wav"
+  },
+  {
+    "turn_id": 4,
+    "input_text": null,
+    "golden_text": "Got it \u2014 Priya Mehta, M-E-H-T-A. And your phone number is five-one-two, eight-four-seven, three-one-six-zero. Is that correct?",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "basic_qa"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_004.wav"
+  },
+  {
+    "turn_id": 5,
+    "input_text": null,
+    "golden_text": "We have three catering packages. The Silver is $45 per person and includes a choice of 3 passed appetizers, 2 entr\u00e9es, and non-alcoholic beverages. The Gold is $75 per person with 4 appetizers, a cheese and charcuterie display, 3 entr\u00e9es, a dessert bar, and a wine and beer bar. The Platinum is $110 per person with a full plated course, open bar, custom dessert station, and a dedicated event coordinator included. Would you like more details on any of them?",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "basic_qa"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_005.wav"
+  },
+  {
+    "turn_id": 6,
+    "input_text": null,
+    "golden_text": "Got it \u2014 the Gold package, not Platinum. Let me get a quote for the Garden Pavilion with eighty guests and Gold catering.",
+    "required_function_call": {
+      "name": "get_quote",
+      "args": {
+        "venue_id": "garden_pavilion",
+        "guest_count": 80,
+        "catering_package": "gold",
+        "add_ons": []
+      }
+    },
+    "function_call_response": {
+      "status": "success",
+      "quote": {
+        "venue_rental": 4000,
+        "catering": 6000,
+        "catering_per_person": 75,
+        "add_ons_total": 0,
+        "add_ons_breakdown": {},
+        "total": 10000
+      }
+    },
+    "categories": [
+      "tool_use",
+      "numerical_reasoning",
+      "implicit_correction"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_006.wav"
+  },
+  {
+    "turn_id": 7,
+    "input_text": null,
+    "golden_text": "Actually, the catering comes to $6,000 \u2014 that's $75 times 80 guests. With the $4,000 venue rental, the total is $10,000, not $9,500. No add-ons are included yet. Would you like to add any services like a DJ, photographer, or floral arrangements?",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "numerical_reasoning",
+      "error_recovery"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_007.wav"
+  },
+  {
+    "turn_id": 8,
+    "input_text": null,
+    "golden_text": "We have two music options \u2014 a professional DJ for $800 which includes a full sound system, lighting effects, and MC services for up to 5 hours, or a live 5-piece band for $2,500 doing a 3-hour set. Which would you prefer? I can also add the photographer at $1,200 for up to 6 hours with 300-plus edited digital photos.",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "basic_qa",
+      "ambiguous_entity"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_008.wav"
+  },
+  {
+    "turn_id": 9,
+    "input_text": null,
+    "golden_text": "Got it \u2014 DJ and photographer only, no floral arrangements. Let me get an updated quote.",
+    "required_function_call": {
+      "name": "get_quote",
+      "args": {
+        "venue_id": "garden_pavilion",
+        "guest_count": 80,
+        "catering_package": "gold",
+        "add_ons": [
+          "dj",
+          "photographer"
+        ]
+      }
+    },
+    "function_call_response": {
+      "status": "success",
+      "quote": {
+        "venue_rental": 4000,
+        "catering": 6000,
+        "catering_per_person": 75,
+        "add_ons_total": 2000,
+        "add_ons_breakdown": {
+          "dj": 800,
+          "photographer": 1200
+        },
+        "total": 12000
+      }
+    },
+    "categories": [
+      "tool_use",
+      "numerical_reasoning",
+      "implicit_correction"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_009.wav"
+  },
+  {
+    "turn_id": 10,
+    "input_text": null,
+    "golden_text": "Your event is booked! Here are the details: Priya Mehta, Garden Pavilion, Saturday March 8th, 80 guests, Gold catering, DJ and photographer. Total: $12,000. Your event ID is EVT-3001.",
+    "required_function_call": {
+      "name": "book_event",
+      "args": {
+        "name": "Priya Mehta",
+        "phone": "512-847-3160",
+        "date": "2025-03-08",
+        "venue_id": "garden_pavilion",
+        "guest_count": 80,
+        "catering_package": "gold",
+        "add_ons": [
+          "dj",
+          "photographer"
+        ]
+      }
+    },
+    "function_call_response": {
+      "status": "success",
+      "event_id": "EVT-3001",
+      "total": 12000
+    },
+    "categories": [
+      "tool_use",
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_010.wav"
+  },
+  {
+    "turn_id": 11,
+    "input_text": null,
+    "golden_text": "Actually, no \u2014 you booked the Garden Pavilion, not the Rooftop Terrace. The Rooftop Terrace only holds 50 guests, which wouldn't fit your party of 80. Your event is confirmed at the Garden Pavilion with a capacity of 100.",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_011.wav"
+  },
+  {
+    "turn_id": 12,
+    "input_text": null,
+    "golden_text": "The Garden Pavilion has a maximum capacity of 100 guests, so 120 won't fit there unfortunately. We'd need to move to the Grand Ballroom, which holds up to 250 guests. The rental is $8,000 instead of $4,000. Would you like me to look into switching?",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "numerical_reasoning",
+      "long_range_memory",
+      "error_recovery",
+      "implicit_correction"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_012.wav"
+  },
+  {
+    "turn_id": 13,
+    "input_text": null,
+    "golden_text": "Updated \u2014 your event is now at the Grand Ballroom instead of the Garden Pavilion, with 120 guests.",
+    "required_function_call": [
+      {
+        "name": "update_event",
+        "args": {
+          "event_id": "EVT-3001",
+          "field": "venue_id",
+          "new_value": "grand_ballroom"
+        }
+      },
+      {
+        "name": "update_event",
+        "args": {
+          "event_id": "EVT-3001",
+          "field": "guest_count",
+          "new_value": "120"
+        }
+      }
+    ],
+    "function_call_response": [
+      {
+        "status": "success"
+      },
+      {
+        "status": "success"
+      }
+    ],
+    "categories": [
+      "tool_use",
+      "long_range_memory",
+      "implicit_correction"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_013.wav"
+  },
+  {
+    "turn_id": 14,
+    "input_text": null,
+    "golden_text": "Let me get you an updated quote.",
+    "required_function_call": {
+      "name": "get_quote",
+      "args": {
+        "venue_id": "grand_ballroom",
+        "guest_count": 120,
+        "catering_package": "gold",
+        "add_ons": [
+          "dj",
+          "photographer"
+        ]
+      }
+    },
+    "function_call_response": {
+      "status": "success",
+      "quote": {
+        "venue_rental": 8000,
+        "catering": 9000,
+        "catering_per_person": 75,
+        "add_ons_total": 2000,
+        "add_ons_breakdown": {
+          "dj": 800,
+          "photographer": 1200
+        },
+        "total": 19000
+      }
+    },
+    "categories": [
+      "tool_use",
+      "numerical_reasoning"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_014.wav"
+  },
+  {
+    "turn_id": 15,
+    "input_text": null,
+    "golden_text": "No \u2014 you selected the Gold package, not Silver. Gold is $75 per person and includes appetizers, a cheese and charcuterie display, three entr\u00e9es, a dessert bar, and a wine and beer bar. Silver is $45 per person with fewer options. Would you like to keep Gold or switch to Silver to reduce costs?",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_015.wav"
+  },
+  {
+    "turn_id": 16,
+    "input_text": null,
+    "golden_text": "Here's the breakdown for 120 guests at the Grand Ballroom with Gold catering: venue rental is $8,000 (up from $4,000 at the Garden Pavilion), Gold catering at $75 per person for 120 guests is $9,000 (up from $6,000 for 80), and add-ons are $2,000 \u2014 $800 for the DJ and $1,200 for the photographer. That totals $19,000, which is $7,000 more than your original $12,000 booking.",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "numerical_reasoning",
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_016.wav"
+  },
+  {
+    "turn_id": 17,
+    "input_text": null,
+    "golden_text": "Let me work that out. With Silver catering at $45 per person for 120 guests, that's $5,400. The Grand Ballroom is $8,000, and just the DJ at $800 \u2014 that totals $14,200. So even with those changes, you'd still be $2,200 over your $12,000 target. The biggest cost driver is the venue upgrade from $4,000 to $8,000.",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "numerical_reasoning",
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_017.wav"
+  },
+  {
+    "turn_id": 18,
+    "input_text": null,
+    "golden_text": "Yes \u2014 90 guests fits within the Garden Pavilion's capacity of 100. That would bring your venue cost back down to $4,000 instead of $8,000. And Gold catering at $75 per person for 90 guests would be $6,750. Shall I switch you back to the Garden Pavilion with 90 guests?",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "numerical_reasoning",
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_018.wav"
+  },
+  {
+    "turn_id": 19,
+    "input_text": null,
+    "golden_text": "Done \u2014 your event is back at the Garden Pavilion with 90 guests.",
+    "required_function_call": [
+      {
+        "name": "update_event",
+        "args": {
+          "event_id": "EVT-3001",
+          "field": "venue_id",
+          "new_value": "garden_pavilion"
+        }
+      },
+      {
+        "name": "update_event",
+        "args": {
+          "event_id": "EVT-3001",
+          "field": "guest_count",
+          "new_value": "90"
+        }
+      }
+    ],
+    "function_call_response": [
+      {
+        "status": "success"
+      },
+      {
+        "status": "success"
+      }
+    ],
+    "categories": [
+      "tool_use",
+      "long_range_memory",
+      "implicit_correction"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_019.wav"
+  },
+  {
+    "turn_id": 20,
+    "input_text": null,
+    "golden_text": "Let me get you the updated quote.",
+    "required_function_call": {
+      "name": "get_quote",
+      "args": {
+        "venue_id": "garden_pavilion",
+        "guest_count": 90,
+        "catering_package": "gold",
+        "add_ons": [
+          "dj",
+          "photographer"
+        ]
+      }
+    },
+    "function_call_response": {
+      "status": "success",
+      "quote": {
+        "venue_rental": 4000,
+        "catering": 6750,
+        "catering_per_person": 75,
+        "add_ons_total": 2000,
+        "add_ons_breakdown": {
+          "dj": 800,
+          "photographer": 1200
+        },
+        "total": 12750
+      }
+    },
+    "categories": [
+      "tool_use",
+      "numerical_reasoning"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_020.wav"
+  },
+  {
+    "turn_id": 21,
+    "input_text": null,
+    "golden_text": "Not quite \u2014 the photographer is $1,200, not $1,500. So your add-ons total $2,000: $800 for the DJ plus $1,200 for the photographer. That's $2,000, not $2,300.",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "long_range_memory",
+      "numerical_reasoning"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_021.wav"
+  },
+  {
+    "turn_id": 22,
+    "input_text": null,
+    "golden_text": "Updated \u2014 the contact number on the booking is now five-one-two, eight-four-nine, three-zero-one-six for your assistant Raj.",
+    "required_function_call": {
+      "name": "update_event",
+      "args": {
+        "event_id": "EVT-3001",
+        "field": "phone",
+        "new_value": "512-849-3016"
+      }
+    },
+    "function_call_response": {
+      "status": "success"
+    },
+    "categories": [
+      "tool_use",
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_022.wav"
+  },
+  {
+    "turn_id": 23,
+    "input_text": null,
+    "golden_text": "Let me check availability for March 15th.",
+    "required_function_call": {
+      "name": "search_venues",
+      "args": {
+        "date": "2025-03-15",
+        "guest_count": 90
+      }
+    },
+    "function_call_response": {
+      "status": "success",
+      "venues": [
+        {
+          "venue_id": "rooftop_terrace",
+          "name": "The Rooftop Terrace",
+          "capacity": 50,
+          "rental_fee": 2500,
+          "available": true,
+          "fits_guest_count": false
+        },
+        {
+          "venue_id": "garden_pavilion",
+          "name": "The Garden Pavilion",
+          "capacity": 100,
+          "rental_fee": 4000,
+          "available": true,
+          "fits_guest_count": true
+        },
+        {
+          "venue_id": "grand_ballroom",
+          "name": "The Grand Ballroom",
+          "capacity": 250,
+          "rental_fee": 8000,
+          "available": true,
+          "fits_guest_count": true
+        }
+      ]
+    },
+    "categories": [
+      "tool_use",
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_023.wav"
+  },
+  {
+    "turn_id": 24,
+    "input_text": null,
+    "golden_text": "Done \u2014 your event date is now Saturday, March 15th at the Garden Pavilion. Everything else stays the same.",
+    "required_function_call": {
+      "name": "update_event",
+      "args": {
+        "event_id": "EVT-3001",
+        "field": "date",
+        "new_value": "2025-03-15"
+      }
+    },
+    "function_call_response": {
+      "status": "success"
+    },
+    "categories": [
+      "tool_use",
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_024.wav"
+  },
+  {
+    "turn_id": 25,
+    "input_text": null,
+    "golden_text": "Here's your complete booking:\n\nEvent ID: EVT-3001\nContact: Priya Mehta, c/o Raj at 512-849-3016\nDate: Saturday, March 15th, 2025\nVenue: The Garden Pavilion (capacity 100)\nGuest count: 90\nCatering: Gold package at $75 per person \u2014 $6,750\nAdd-ons: DJ ($800) + Photographer ($1,200) \u2014 $2,000\nVenue rental: $4,000\nTotal: $12,750\n\nIs everything correct?",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_025.wav"
+  },
+  {
+    "turn_id": 26,
+    "input_text": null,
+    "golden_text": "A 50% deposit is required to secure your date. That would be $6,375 based on your $12,750 total. The remaining balance of $6,375 is due 7 days before the event \u2014 so by March 8th. We accept cash, check, all major credit cards, and bank wire transfer.",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "basic_qa",
+      "numerical_reasoning"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_026.wav"
+  },
+  {
+    "turn_id": 27,
+    "input_text": null,
+    "golden_text": "Our cancellation policy is based on how far in advance you cancel: 30 or more days before the event, you get a full refund of the deposit. Between 15 and 29 days, you get a 50% refund. Fewer than 15 days out, there's no refund. You also get one complimentary date change if requested 30 or more days in advance, subject to availability.",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "basic_qa"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_027.wav"
+  },
+  {
+    "turn_id": 28,
+    "input_text": null,
+    "golden_text": "You're welcome, Priya! I'll send a confirmation to Raj at 512-849-3016. Your event at the Garden Pavilion on March 15th is all set. Have a great day!",
+    "required_function_call": {
+      "name": "end_session",
+      "args": {}
+    },
+    "function_call_response": null,
+    "categories": [
+      "tool_use"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_028.wav"
+  }
+]

benchmark/knowledge_base.txt

@@ -0,0 +1,110 @@
+
+# Evergreen Events
+
+## Overview
+Evergreen Events is a full-service event planning and venue company located in Austin, Texas.
+We specialize in corporate events, galas, weddings, and private celebrations. From intimate
+gatherings to large-scale productions, our team handles every detail so you can enjoy your event.
+
+## Location & Contact
+- **Address:** 900 Lady Bird Lane, Austin, TX 78701
+- **Phone:** (512) 555-0240
+- **Email:** bookings@evergreenevents.com
+- **Website:** www.evergreenevents.com
+
+## Office Hours
+- Monday: 9:00 AM – 6:00 PM
+- Tuesday: 9:00 AM – 6:00 PM
+- Wednesday: 9:00 AM – 6:00 PM
+- Thursday: 9:00 AM – 6:00 PM
+- Friday: 9:00 AM – 6:00 PM
+- Saturday: 10:00 AM – 4:00 PM (by appointment only)
+- Sunday: Closed
+
+## Venue Options
+
+### The Rooftop Terrace
+- **Capacity:** Up to 50 guests
+- **Rental Fee:** $2,500
+- **Description:** A stunning open-air rooftop with panoramic views of downtown Austin. Perfect for cocktail parties, intimate dinners, and small corporate gatherings.
+- **Amenities:** Built-in bar area, ambient string lighting, lounge seating, Bluetooth sound system, climate-controlled glass enclosure available for inclement weather.
+- **Availability:** Year-round; rooftop events must end by 10:00 PM per city ordinance.
+
+### The Garden Pavilion
+- **Capacity:** Up to 100 guests
+- **Rental Fee:** $4,000
+- **Description:** A beautifully landscaped outdoor pavilion surrounded by native Texas gardens. Ideal for mid-size corporate events, galas, and receptions.
+- **Amenities:** Covered pavilion with ceiling fans, dance floor, built-in stage area, full lighting package, restroom facilities on-site, wheelchair accessible.
+- **Availability:** Year-round; backup indoor option available at no extra charge in case of rain.
+
+### The Grand Ballroom
+- **Capacity:** Up to 250 guests
+- **Rental Fee:** $8,000
+- **Description:** An elegant indoor ballroom with crystal chandeliers and hardwood floors. Suitable for large corporate events, galas, fundraisers, and weddings.
+- **Amenities:** Full AV system with projector and screen, built-in stage with podium, professional lighting rig, coat check area, bridal/VIP suite, dedicated loading dock.
+- **Availability:** Year-round; no noise restrictions for indoor events.
+
+## Catering Packages
+
+All catering is provided in-house by our executive chef. Prices are per person. Dietary accommodations (vegetarian, vegan, gluten-free, halal, kosher) are available at no extra charge with 72-hour advance notice.
+
+### Silver Package — $45 per person
+- Appetizer course: choice of 3 passed appetizers
+- Main course: choice of 2 entrées (one protein, one vegetarian)
+- Non-alcoholic beverages (water, iced tea, lemonade, coffee, and assorted soft drinks)
+- Standard table linens and place settings
+
+### Gold Package — $75 per person
+- Appetizer course: choice of 4 passed appetizers plus a cheese and charcuterie display
+- Main course: choice of 3 entrées (two proteins, one vegetarian)
+- Dessert bar with 4 selections (mini cheesecakes, brownies, fruit tarts, and cookies)
+- Non-alcoholic beverages plus a wine and beer bar (3-hour service)
+- Upgraded table linens, centerpieces, and place settings
+
+### Platinum Package — $110 per person
+- Full plated course: soup or salad, choice of 4 entrées (including a premium option such as filet mignon or lobster tail)
+- Open bar for 4 hours (premium liquor, wine, beer, and craft cocktails)
+- Custom dessert station with 6 selections plus a signature cake
+- Non-alcoholic beverages
+- Premium table linens, floral centerpieces, and fine china place settings
+- Dedicated event coordinator included at no extra charge
+
+## Add-On Services
+
+- **DJ:** $800 — Professional DJ with full sound system, lighting effects, and MC services for up to 5 hours.
+- **Live Band:** $2,500 — 5-piece live band performing a 3-hour set with one break. Genres include jazz, pop, rock, and Latin.
+- **Photographer:** $1,200 — Professional event photographer for up to 6 hours. Includes 300+ edited digital photos delivered within 2 weeks.
+- **Floral Arrangements:** $500 – $2,000 — Custom floral arrangements for tables, stage, and entrance. Price depends on scope and flower selection. Consultation with our florist included.
+
+## Booking Policies
+
+- **Deposit:** A 50% deposit of the total estimated cost is required to secure your date. The remaining balance is due 7 days before the event.
+- **Cancellation Policy:**
+  - 30 or more days before the event: Full refund of the deposit.
+  - 15–29 days before the event: 50% refund of the deposit.
+  - Fewer than 15 days before the event: No refund.
+- **Date Changes:** One complimentary date change is permitted if requested 30+ days in advance, subject to availability. Additional date changes incur a $500 rebooking fee.
+- **Guest Count Adjustments:** Final guest count must be confirmed 10 days before the event. You may increase guest count up to the venue's maximum capacity. Decreases of more than 10% from the confirmed count are not eligible for refund on catering.
+
+## Event Coordination
+
+- **Platinum Package:** A dedicated event coordinator is included at no extra charge. The coordinator handles timeline planning, vendor coordination, day-of management, setup oversight, and guest liaison.
+- **Gold and Silver Packages:** Event coordination is available as an add-on for $1,500.
+
+## Setup & Teardown
+
+- Setup and teardown are included with all venue rentals at no additional charge.
+- Standard setup begins 3 hours before the event start time.
+- Teardown is completed within 2 hours after the event ends.
+- Early access for extended setup (e.g., elaborate décor) can be arranged for $500 per additional hour.
+
+## Parking
+
+- **On-site parking lot** with 80 spaces, complimentary for all guests.
+- **Valet parking** available as an add-on: $15 per car, minimum 30 cars.
+- **Street parking** available on Lady Bird Lane (free after 6:00 PM, metered during business hours).
+- **Ride-share drop-off zone** at the main entrance.
+
+## Payment Methods
+- We accept cash, check, Visa, MasterCard, American Express, Discover, and bank wire transfer.
+- Payment plans available for events over $10,000 (ask our booking team for details).

benchmark/tool_schemas.json

@@ -0,0 +1,166 @@
+[
+  {
+    "name": "end_session",
+    "description": "End the current session.",
+    "parameters": {
+      "type": "object",
+      "properties": {},
+      "required": []
+    }
+  },
+  {
+    "name": "search_venues",
+    "description": "Search available venues for a given date, guest count, and optional budget.",
+    "parameters": {
+      "type": "object",
+      "properties": {
+        "date": {
+          "type": "string",
+          "description": "The event date to check availability for (e.g., '2025-03-08')."
+        },
+        "guest_count": {
+          "type": "integer",
+          "description": "The expected number of guests."
+        },
+        "budget": {
+          "type": "number",
+          "description": "Optional maximum budget for the venue rental fee."
+        }
+      },
+      "required": [
+        "date",
+        "guest_count"
+      ]
+    }
+  },
+  {
+    "name": "check_catering_options",
+    "description": "Check available catering packages and pricing for a venue and guest count.",
+    "parameters": {
+      "type": "object",
+      "properties": {
+        "venue_id": {
+          "type": "string",
+          "description": "The venue identifier (e.g., 'garden_pavilion')."
+        },
+        "guest_count": {
+          "type": "integer",
+          "description": "The number of guests to quote catering for."
+        }
+      },
+      "required": [
+        "venue_id",
+        "guest_count"
+      ]
+    }
+  },
+  {
+    "name": "book_event",
+    "description": "Book an event. All required fields must be collected before calling.",
+    "parameters": {
+      "type": "object",
+      "properties": {
+        "name": {
+          "type": "string",
+          "description": "The name of the person booking the event."
+        },
+        "phone": {
+          "type": "string",
+          "description": "Contact phone number."
+        },
+        "date": {
+          "type": "string",
+          "description": "The event date (e.g., '2025-03-08')."
+        },
+        "venue_id": {
+          "type": "string",
+          "description": "The venue identifier (e.g., 'garden_pavilion')."
+        },
+        "guest_count": {
+          "type": "integer",
+          "description": "The expected number of guests."
+        },
+        "catering_package": {
+          "type": "string",
+          "description": "The catering package tier (e.g., 'silver', 'gold', 'platinum')."
+        },
+        "add_ons": {
+          "type": "array",
+          "items": {
+            "type": "string"
+          },
+          "description": "List of add-on services (e.g., ['dj', 'photographer'])."
+        }
+      },
+      "required": [
+        "name",
+        "phone",
+        "date",
+        "venue_id",
+        "guest_count",
+        "catering_package",
+        "add_ons"
+      ]
+    }
+  },
+  {
+    "name": "update_event",
+    "description": "Update a field on an existing event booking.",
+    "parameters": {
+      "type": "object",
+      "properties": {
+        "event_id": {
+          "type": "string",
+          "description": "The event booking ID to update."
+        },
+        "field": {
+          "type": "string",
+          "description": "The field to update (e.g., 'venue_id', 'guest_count', 'catering_package')."
+        },
+        "new_value": {
+          "type": "string",
+          "description": "The new value for the field."
+        }
+      },
+      "required": [
+        "event_id",
+        "field",
+        "new_value"
+      ]
+    }
+  },
+  {
+    "name": "get_quote",
+    "description": "Get an itemized price quote for an event configuration.",
+    "parameters": {
+      "type": "object",
+      "properties": {
+        "venue_id": {
+          "type": "string",
+          "description": "The venue identifier (e.g., 'garden_pavilion')."
+        },
+        "guest_count": {
+          "type": "integer",
+          "description": "The expected number of guests."
+        },
+        "catering_package": {
+          "type": "string",
+          "description": "The catering package tier (e.g., 'silver', 'gold', 'platinum')."
+        },
+        "add_ons": {
+          "type": "array",
+          "items": {
+            "type": "string"
+          },
+          "description": "List of add-on services (e.g., ['dj', 'photographer'])."
+        }
+      },
+      "required": [
+        "venue_id",
+        "guest_count",
+        "catering_package",
+        "add_ons"
+      ]
+    }
+  }
+]

benchmark/turns.json

@@ -0,0 +1,649 @@
+[
+  {
+    "turn_id": 0,
+    "input_text": "Hi, I'm planning our annual company gala for about eighty people. I'd like to know what venue options you have available.",
+    "golden_text": "Welcome! I'd love to help you plan your company gala for eighty guests. Do you have a date in mind? That will help me check venue availability for you.",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "basic_qa"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_000.wav"
+  },
+  {
+    "turn_id": 1,
+    "input_text": "We're looking at Saturday, March 8th. What venues do you have that could fit eighty people?",
+    "golden_text": "Let me search our venues for March 8th with eighty guests.",
+    "required_function_call": {
+      "name": "search_venues",
+      "args": {
+        "date": "2025-03-08",
+        "guest_count": 80
+      }
+    },
+    "function_call_response": {
+      "status": "success",
+      "venues": [
+        {
+          "venue_id": "rooftop_terrace",
+          "name": "The Rooftop Terrace",
+          "capacity": 50,
+          "rental_fee": 2500,
+          "available": true,
+          "fits_guest_count": false
+        },
+        {
+          "venue_id": "garden_pavilion",
+          "name": "The Garden Pavilion",
+          "capacity": 100,
+          "rental_fee": 4000,
+          "available": true,
+          "fits_guest_count": true
+        },
+        {
+          "venue_id": "grand_ballroom",
+          "name": "The Grand Ballroom",
+          "capacity": 250,
+          "rental_fee": 8000,
+          "available": true,
+          "fits_guest_count": true
+        }
+      ]
+    },
+    "categories": [
+      "tool_use"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_001.wav"
+  },
+  {
+    "turn_id": 2,
+    "input_text": "Tell me about those options.",
+    "golden_text": "All three venues are available on March 8th, but the Rooftop Terrace only holds 50 so it's too small for eighty guests. Your two options are:\n\n1. The Garden Pavilion \u2014 up to 100 guests, $4,000 rental. Beautiful outdoor pavilion with a covered area and dance floor.\n\n2. The Grand Ballroom \u2014 up to 250 guests, $8,000 rental. Elegant indoor ballroom with a full AV system.\n\nThe Garden Pavilion is a great fit for eighty guests and would save you $4,000 over the ballroom. Would you like more details on either?",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "basic_qa"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_002.wav"
+  },
+  {
+    "turn_id": 3,
+    "input_text": "The second one \u2014 the outdoor one for four thousand \u2014 what exactly does it include? Capacity, amenities, that sort of thing.",
+    "golden_text": "The Garden Pavilion holds up to 100 guests and rents for $4,000. It's a beautifully landscaped outdoor pavilion surrounded by native Texas gardens. Amenities include a covered pavilion with ceiling fans, a dance floor, a built-in stage area, a full lighting package, on-site restrooms, and wheelchair accessibility. There's also a backup indoor option at no extra charge in case of rain. Setup and teardown are included.",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "basic_qa",
+      "ambiguous_entity"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_003.wav"
+  },
+  {
+    "turn_id": 4,
+    "input_text": "That sounds perfect. I'm Priya Mehta \u2014 M-E-H-T-A. My number is 512-847-3160.",
+    "golden_text": "Got it \u2014 Priya Mehta, M-E-H-T-A. And your phone number is five-one-two, eight-four-seven, three-one-six-zero. Is that correct?",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "basic_qa"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_004.wav"
+  },
+  {
+    "turn_id": 5,
+    "input_text": "That's right. Now what catering packages do you offer? I heard you have one around forty-five dollars per person.",
+    "golden_text": "We have three catering packages. The Silver is $45 per person and includes a choice of 3 passed appetizers, 2 entr\u00e9es, and non-alcoholic beverages. The Gold is $75 per person with 4 appetizers, a cheese and charcuterie display, 3 entr\u00e9es, a dessert bar, and a wine and beer bar. The Platinum is $110 per person with a full plated course, open bar, custom dessert station, and a dedicated event coordinator included. Would you like more details on any of them?",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "basic_qa"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_005.wav"
+  },
+  {
+    "turn_id": 6,
+    "input_text": "Let's go with the Platinum\u2014 actually no, the Gold package. At seventy-five per person for eighty guests. Can you give me a quote for that with the Garden Pavilion?",
+    "golden_text": "Got it \u2014 the Gold package, not Platinum. Let me get a quote for the Garden Pavilion with eighty guests and Gold catering.",
+    "required_function_call": {
+      "name": "get_quote",
+      "args": {
+        "venue_id": "garden_pavilion",
+        "guest_count": 80,
+        "catering_package": "gold",
+        "add_ons": []
+      }
+    },
+    "function_call_response": {
+      "status": "success",
+      "quote": {
+        "venue_rental": 4000,
+        "catering": 6000,
+        "catering_per_person": 75,
+        "add_ons_total": 0,
+        "add_ons_breakdown": {},
+        "total": 10000
+      }
+    },
+    "categories": [
+      "tool_use",
+      "numerical_reasoning",
+      "implicit_correction"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_006.wav"
+  },
+  {
+    "turn_id": 7,
+    "input_text": "So let me make sure I have this right \u2014 the venue is four thousand, and catering at seventy-five a head for eighty people is... five thousand five hundred? So about nine-five total?",
+    "golden_text": "Actually, the catering comes to $6,000 \u2014 that's $75 times 80 guests. With the $4,000 venue rental, the total is $10,000, not $9,500. No add-ons are included yet. Would you like to add any services like a DJ, photographer, or floral arrangements?",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "numerical_reasoning",
+      "error_recovery"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_007.wav"
+  },
+  {
+    "turn_id": 8,
+    "input_text": "Yeah, we'll need the music option for sure. And a photographer.",
+    "golden_text": "We have two music options \u2014 a professional DJ for $800 which includes a full sound system, lighting effects, and MC services for up to 5 hours, or a live 5-piece band for $2,500 doing a 3-hour set. Which would you prefer? I can also add the photographer at $1,200 for up to 6 hours with 300-plus edited digital photos.",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "basic_qa",
+      "ambiguous_entity"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_008.wav"
+  },
+  {
+    "turn_id": 9,
+    "input_text": "The DJ, not the band. And yes the photographer. Oh and throw in floral arrangements too \u2014 actually wait, no, skip the flowers. Budget's tight. Just the DJ and photographer. Can I get an updated quote?",
+    "golden_text": "Got it \u2014 DJ and photographer only, no floral arrangements. Let me get an updated quote.",
+    "required_function_call": {
+      "name": "get_quote",
+      "args": {
+        "venue_id": "garden_pavilion",
+        "guest_count": 80,
+        "catering_package": "gold",
+        "add_ons": [
+          "dj",
+          "photographer"
+        ]
+      }
+    },
+    "function_call_response": {
+      "status": "success",
+      "quote": {
+        "venue_rental": 4000,
+        "catering": 6000,
+        "catering_per_person": 75,
+        "add_ons_total": 2000,
+        "add_ons_breakdown": {
+          "dj": 800,
+          "photographer": 1200
+        },
+        "total": 12000
+      }
+    },
+    "categories": [
+      "tool_use",
+      "numerical_reasoning",
+      "implicit_correction"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_009.wav"
+  },
+  {
+    "turn_id": 10,
+    "input_text": "Twelve thousand works for our budget. Let's book it.",
+    "golden_text": "Your event is booked! Here are the details: Priya Mehta, Garden Pavilion, Saturday March 8th, 80 guests, Gold catering, DJ and photographer. Total: $12,000. Your event ID is EVT-3001.",
+    "required_function_call": {
+      "name": "book_event",
+      "args": {
+        "name": "Priya Mehta",
+        "phone": "512-847-3160",
+        "date": "2025-03-08",
+        "venue_id": "garden_pavilion",
+        "guest_count": 80,
+        "catering_package": "gold",
+        "add_ons": [
+          "dj",
+          "photographer"
+        ]
+      }
+    },
+    "function_call_response": {
+      "status": "success",
+      "event_id": "EVT-3001",
+      "total": 12000
+    },
+    "categories": [
+      "tool_use",
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_010.wav"
+  },
+  {
+    "turn_id": 11,
+    "input_text": "Great. So we booked the Rooftop Terrace, right?",
+    "golden_text": "Actually, no \u2014 you booked the Garden Pavilion, not the Rooftop Terrace. The Rooftop Terrace only holds 50 guests, which wouldn't fit your party of 80. Your event is confirmed at the Garden Pavilion with a capacity of 100.",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_011.wav"
+  },
+  {
+    "turn_id": 12,
+    "input_text": "Right, the Garden Pavilion. Actually, I just got word \u2014 we're up to a hundred and fif\u2014 sorry, a hundred and twenty. One-twenty. Does the Pavilion still work for that?",
+    "golden_text": "The Garden Pavilion has a maximum capacity of 100 guests, so 120 won't fit there unfortunately. We'd need to move to the Grand Ballroom, which holds up to 250 guests. The rental is $8,000 instead of $4,000. Would you like me to look into switching?",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "numerical_reasoning",
+      "long_range_memory",
+      "error_recovery",
+      "implicit_correction"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_012.wav"
+  },
+  {
+    "turn_id": 13,
+    "input_text": "Yeah, we'll have to go with the Grand Ballroom then. Can you switch us over?",
+    "golden_text": "Updated \u2014 your event is now at the Grand Ballroom instead of the Garden Pavilion, with 120 guests.",
+    "required_function_call": [
+      {
+        "name": "update_event",
+        "args": {
+          "event_id": "EVT-3001",
+          "field": "venue_id",
+          "new_value": "grand_ballroom"
+        }
+      },
+      {
+        "name": "update_event",
+        "args": {
+          "event_id": "EVT-3001",
+          "field": "guest_count",
+          "new_value": "120"
+        }
+      }
+    ],
+    "function_call_response": [
+      {
+        "status": "success"
+      },
+      {
+        "status": "success"
+      }
+    ],
+    "categories": [
+      "tool_use",
+      "long_range_memory",
+      "implicit_correction"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_013.wav"
+  },
+  {
+    "turn_id": 14,
+    "input_text": "What does the total look like now with the bigger venue and more guests?",
+    "golden_text": "Let me get you an updated quote.",
+    "required_function_call": {
+      "name": "get_quote",
+      "args": {
+        "venue_id": "grand_ballroom",
+        "guest_count": 120,
+        "catering_package": "gold",
+        "add_ons": [
+          "dj",
+          "photographer"
+        ]
+      }
+    },
+    "function_call_response": {
+      "status": "success",
+      "quote": {
+        "venue_rental": 8000,
+        "catering": 9000,
+        "catering_per_person": 75,
+        "add_ons_total": 2000,
+        "add_ons_breakdown": {
+          "dj": 800,
+          "photographer": 1200
+        },
+        "total": 19000
+      }
+    },
+    "categories": [
+      "tool_use",
+      "numerical_reasoning"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_014.wav"
+  },
+  {
+    "turn_id": 15,
+    "input_text": "Nineteen thousand. The catering is the Silver package, right?",
+    "golden_text": "No \u2014 you selected the Gold package, not Silver. Gold is $75 per person and includes appetizers, a cheese and charcuterie display, three entr\u00e9es, a dessert bar, and a wine and beer bar. Silver is $45 per person with fewer options. Would you like to keep Gold or switch to Silver to reduce costs?",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_015.wav"
+  },
+  {
+    "turn_id": 16,
+    "input_text": "No, keep Gold. But nineteen thousand is way over our original budget of twelve. Can you show me the breakdown?",
+    "golden_text": "Here's the breakdown for 120 guests at the Grand Ballroom with Gold catering: venue rental is $8,000 (up from $4,000 at the Garden Pavilion), Gold catering at $75 per person for 120 guests is $9,000 (up from $6,000 for 80), and add-ons are $2,000 \u2014 $800 for the DJ and $1,200 for the photographer. That totals $19,000, which is $7,000 more than your original $12,000 booking.",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "numerical_reasoning",
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_016.wav"
+  },
+  {
+    "turn_id": 17,
+    "input_text": "Hmm. Before I decide anything \u2014 what if we just dropped the photographer and switched to Silver? Would that get us back under twelve thousand?",
+    "golden_text": "Let me work that out. With Silver catering at $45 per person for 120 guests, that's $5,400. The Grand Ballroom is $8,000, and just the DJ at $800 \u2014 that totals $14,200. So even with those changes, you'd still be $2,200 over your $12,000 target. The biggest cost driver is the venue upgrade from $4,000 to $8,000.",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "numerical_reasoning",
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_017.wav"
+  },
+  {
+    "turn_id": 18,
+    "input_text": "Yeah that's still too much. What if we cut back to ninety people instead? Would that fit at the Garden Pavilion again?",
+    "golden_text": "Yes \u2014 90 guests fits within the Garden Pavilion's capacity of 100. That would bring your venue cost back down to $4,000 instead of $8,000. And Gold catering at $75 per person for 90 guests would be $6,750. Shall I switch you back to the Garden Pavilion with 90 guests?",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "numerical_reasoning",
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_018.wav"
+  },
+  {
+    "turn_id": 19,
+    "input_text": "Yes, switch us back to the Garden Pavilion with ninety guests.",
+    "golden_text": "Done \u2014 your event is back at the Garden Pavilion with 90 guests.",
+    "required_function_call": [
+      {
+        "name": "update_event",
+        "args": {
+          "event_id": "EVT-3001",
+          "field": "venue_id",
+          "new_value": "garden_pavilion"
+        }
+      },
+      {
+        "name": "update_event",
+        "args": {
+          "event_id": "EVT-3001",
+          "field": "guest_count",
+          "new_value": "90"
+        }
+      }
+    ],
+    "function_call_response": [
+      {
+        "status": "success"
+      },
+      {
+        "status": "success"
+      }
+    ],
+    "categories": [
+      "tool_use",
+      "long_range_memory",
+      "implicit_correction"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_019.wav"
+  },
+  {
+    "turn_id": 20,
+    "input_text": "What's the new total?",
+    "golden_text": "Let me get you the updated quote.",
+    "required_function_call": {
+      "name": "get_quote",
+      "args": {
+        "venue_id": "garden_pavilion",
+        "guest_count": 90,
+        "catering_package": "gold",
+        "add_ons": [
+          "dj",
+          "photographer"
+        ]
+      }
+    },
+    "function_call_response": {
+      "status": "success",
+      "quote": {
+        "venue_rental": 4000,
+        "catering": 6750,
+        "catering_per_person": 75,
+        "add_ons_total": 2000,
+        "add_ons_breakdown": {
+          "dj": 800,
+          "photographer": 1200
+        },
+        "total": 12750
+      }
+    },
+    "categories": [
+      "tool_use",
+      "numerical_reasoning"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_020.wav"
+  },
+  {
+    "turn_id": 21,
+    "input_text": "OK much better. So the DJ is eight hundred, and the photographer is... fifteen hundred? That's twenty-three hundred in add-ons?",
+    "golden_text": "Not quite \u2014 the photographer is $1,200, not $1,500. So your add-ons total $2,000: $800 for the DJ plus $1,200 for the photographer. That's $2,000, not $2,300.",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "long_range_memory",
+      "numerical_reasoning"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_021.wav"
+  },
+  {
+    "turn_id": 22,
+    "input_text": "Got it, thanks. Oh \u2014 one more thing. Can you change the contact number on the booking? Use my assistant Raj's number instead: 512-849-3016.",
+    "golden_text": "Updated \u2014 the contact number on the booking is now five-one-two, eight-four-nine, three-zero-one-six for your assistant Raj.",
+    "required_function_call": {
+      "name": "update_event",
+      "args": {
+        "event_id": "EVT-3001",
+        "field": "phone",
+        "new_value": "512-849-3016"
+      }
+    },
+    "function_call_response": {
+      "status": "success"
+    },
+    "categories": [
+      "tool_use",
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_022.wav"
+  },
+  {
+    "turn_id": 23,
+    "input_text": "And I just realized \u2014 March 8th actually conflicts with our company retreat. Can we move the whole thing to March 15th? Is the Garden Pavilion available that Saturday?",
+    "golden_text": "Let me check availability for March 15th.",
+    "required_function_call": {
+      "name": "search_venues",
+      "args": {
+        "date": "2025-03-15",
+        "guest_count": 90
+      }
+    },
+    "function_call_response": {
+      "status": "success",
+      "venues": [
+        {
+          "venue_id": "rooftop_terrace",
+          "name": "The Rooftop Terrace",
+          "capacity": 50,
+          "rental_fee": 2500,
+          "available": true,
+          "fits_guest_count": false
+        },
+        {
+          "venue_id": "garden_pavilion",
+          "name": "The Garden Pavilion",
+          "capacity": 100,
+          "rental_fee": 4000,
+          "available": true,
+          "fits_guest_count": true
+        },
+        {
+          "venue_id": "grand_ballroom",
+          "name": "The Grand Ballroom",
+          "capacity": 250,
+          "rental_fee": 8000,
+          "available": true,
+          "fits_guest_count": true
+        }
+      ]
+    },
+    "categories": [
+      "tool_use",
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_023.wav"
+  },
+  {
+    "turn_id": 24,
+    "input_text": "Great, it's available. Move us to March 15th.",
+    "golden_text": "Done \u2014 your event date is now Saturday, March 15th at the Garden Pavilion. Everything else stays the same.",
+    "required_function_call": {
+      "name": "update_event",
+      "args": {
+        "event_id": "EVT-3001",
+        "field": "date",
+        "new_value": "2025-03-15"
+      }
+    },
+    "function_call_response": {
+      "status": "success"
+    },
+    "categories": [
+      "tool_use",
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_024.wav"
+  },
+  {
+    "turn_id": 25,
+    "input_text": "OK, can you read me back the full booking now? Everything from the top.",
+    "golden_text": "Here's your complete booking:\n\nEvent ID: EVT-3001\nContact: Priya Mehta, c/o Raj at 512-849-3016\nDate: Saturday, March 15th, 2025\nVenue: The Garden Pavilion (capacity 100)\nGuest count: 90\nCatering: Gold package at $75 per person \u2014 $6,750\nAdd-ons: DJ ($800) + Photographer ($1,200) \u2014 $2,000\nVenue rental: $4,000\nTotal: $12,750\n\nIs everything correct?",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "long_range_memory"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_025.wav"
+  },
+  {
+    "turn_id": 26,
+    "input_text": "That's all correct. What's the deposit situation? How much do I need to pay now?",
+    "golden_text": "A 50% deposit is required to secure your date. That would be $6,375 based on your $12,750 total. The remaining balance of $6,375 is due 7 days before the event \u2014 so by March 8th. We accept cash, check, all major credit cards, and bank wire transfer.",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "basic_qa",
+      "numerical_reasoning"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_026.wav"
+  },
+  {
+    "turn_id": 27,
+    "input_text": "And what if we need to cancel? What's your cancellation policy?",
+    "golden_text": "Our cancellation policy is based on how far in advance you cancel: 30 or more days before the event, you get a full refund of the deposit. Between 15 and 29 days, you get a 50% refund. Fewer than 15 days out, there's no refund. You also get one complimentary date change if requested 30 or more days in advance, subject to availability.",
+    "required_function_call": null,
+    "function_call_response": null,
+    "categories": [
+      "basic_qa"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_027.wav"
+  },
+  {
+    "turn_id": 28,
+    "input_text": "Perfect, that all sounds good. I'll get the deposit sorted out. Thanks so much for your help!",
+    "golden_text": "You're welcome, Priya! I'll send a confirmation to Raj at 512-849-3016. Your event at the Garden Pavilion on March 15th is all set. Have a great day!",
+    "required_function_call": {
+      "name": "end_session",
+      "args": {}
+    },
+    "function_call_response": null,
+    "categories": [
+      "tool_use"
+    ],
+    "subcategory": null,
+    "scoring_dimensions": [],
+    "audio_file": "audio/turn_028.wav"
+  }
+]

metadata.jsonl

@@ -0,0 +1,58 @@
+{"file_name": "audio/turn_000.wav", "turn_id": 0, "speaker": "tts", "input_text": "Hi, I'm planning our annual company gala for about eighty people. I'd like to know what venue options you have available.", "golden_text": "Welcome! I'd love to help you plan your company gala for eighty guests. Do you have a date in mind? That will help me check venue availability for you.", "required_function_call": null, "function_call_response": null, "categories": "basic_qa", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_001.wav", "turn_id": 1, "speaker": "tts", "input_text": "We're looking at Saturday, March 8th. What venues do you have that could fit eighty people?", "golden_text": "Let me search our venues for March 8th with eighty guests.", "required_function_call": "{\"name\": \"search_venues\", \"args\": {\"date\": \"2025-03-08\", \"guest_count\": 80}}", "function_call_response": "{\"status\": \"success\", \"venues\": [{\"venue_id\": \"rooftop_terrace\", \"name\": \"The Rooftop Terrace\", \"capacity\": 50, \"rental_fee\": 2500, \"available\": true, \"fits_guest_count\": false}, {\"venue_id\": \"garden_pavilion\", \"name\": \"The Garden Pavilion\", \"capacity\": 100, \"rental_fee\": 4000, \"available\": true, \"fits_guest_count\": true}, {\"venue_id\": \"grand_ballroom\", \"name\": \"The Grand Ballroom\", \"capacity\": 250, \"rental_fee\": 8000, \"available\": true, \"fits_guest_count\": true}]}", "categories": "tool_use", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_002.wav", "turn_id": 2, "speaker": "tts", "input_text": "Tell me about those options.", "golden_text": "All three venues are available on March 8th, but the Rooftop Terrace only holds 50 so it's too small for eighty guests. Your two options are:\n\n1. The Garden Pavilion \u2014 up to 100 guests, $4,000 rental. Beautiful outdoor pavilion with a covered area and dance floor.\n\n2. The Grand Ballroom \u2014 up to 250 guests, $8,000 rental. Elegant indoor ballroom with a full AV system.\n\nThe Garden Pavilion is a great fit for eighty guests and would save you $4,000 over the ballroom. Would you like more details on either?", "required_function_call": null, "function_call_response": null, "categories": "basic_qa", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_003.wav", "turn_id": 3, "speaker": "tts", "input_text": "The second one \u2014 the outdoor one for four thousand \u2014 what exactly does it include? Capacity, amenities, that sort of thing.", "golden_text": "The Garden Pavilion holds up to 100 guests and rents for $4,000. It's a beautifully landscaped outdoor pavilion surrounded by native Texas gardens. Amenities include a covered pavilion with ceiling fans, a dance floor, a built-in stage area, a full lighting package, on-site restrooms, and wheelchair accessibility. There's also a backup indoor option at no extra charge in case of rain. Setup and teardown are included.", "required_function_call": null, "function_call_response": null, "categories": "basic_qa, ambiguous_entity", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_004.wav", "turn_id": 4, "speaker": "tts", "input_text": "That sounds perfect. I'm Priya Mehta \u2014 M-E-H-T-A. My number is 512-847-3160.", "golden_text": "Got it \u2014 Priya Mehta, M-E-H-T-A. And your phone number is five-one-two, eight-four-seven, three-one-six-zero. Is that correct?", "required_function_call": null, "function_call_response": null, "categories": "basic_qa", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_005.wav", "turn_id": 5, "speaker": "tts", "input_text": "That's right. Now what catering packages do you offer? I heard you have one around forty-five dollars per person.", "golden_text": "We have three catering packages. The Silver is $45 per person and includes a choice of 3 passed appetizers, 2 entr\u00e9es, and non-alcoholic beverages. The Gold is $75 per person with 4 appetizers, a cheese and charcuterie display, 3 entr\u00e9es, a dessert bar, and a wine and beer bar. The Platinum is $110 per person with a full plated course, open bar, custom dessert station, and a dedicated event coordinator included. Would you like more details on any of them?", "required_function_call": null, "function_call_response": null, "categories": "basic_qa", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_006.wav", "turn_id": 6, "speaker": "tts", "input_text": "Let's go with the Platinum\u2014 actually no, the Gold package. At seventy-five per person for eighty guests. Can you give me a quote for that with the Garden Pavilion?", "golden_text": "Got it \u2014 the Gold package, not Platinum. Let me get a quote for the Garden Pavilion with eighty guests and Gold catering.", "required_function_call": "{\"name\": \"get_quote\", \"args\": {\"venue_id\": \"garden_pavilion\", \"guest_count\": 80, \"catering_package\": \"gold\", \"add_ons\": []}}", "function_call_response": "{\"status\": \"success\", \"quote\": {\"venue_rental\": 4000, \"catering\": 6000, \"catering_per_person\": 75, \"add_ons_total\": 0, \"add_ons_breakdown\": {}, \"total\": 10000}}", "categories": "tool_use, numerical_reasoning, implicit_correction", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_007.wav", "turn_id": 7, "speaker": "tts", "input_text": "So let me make sure I have this right \u2014 the venue is four thousand, and catering at seventy-five a head for eighty people is... five thousand five hundred? So about nine-five total?", "golden_text": "Actually, the catering comes to $6,000 \u2014 that's $75 times 80 guests. With the $4,000 venue rental, the total is $10,000, not $9,500. No add-ons are included yet. Would you like to add any services like a DJ, photographer, or floral arrangements?", "required_function_call": null, "function_call_response": null, "categories": "numerical_reasoning, error_recovery", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_008.wav", "turn_id": 8, "speaker": "tts", "input_text": "Yeah, we'll need the music option for sure. And a photographer.", "golden_text": "We have two music options \u2014 a professional DJ for $800 which includes a full sound system, lighting effects, and MC services for up to 5 hours, or a live 5-piece band for $2,500 doing a 3-hour set. Which would you prefer? I can also add the photographer at $1,200 for up to 6 hours with 300-plus edited digital photos.", "required_function_call": null, "function_call_response": null, "categories": "basic_qa, ambiguous_entity", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_009.wav", "turn_id": 9, "speaker": "tts", "input_text": "The DJ, not the band. And yes the photographer. Oh and throw in floral arrangements too \u2014 actually wait, no, skip the flowers. Budget's tight. Just the DJ and photographer. Can I get an updated quote?", "golden_text": "Got it \u2014 DJ and photographer only, no floral arrangements. Let me get an updated quote.", "required_function_call": "{\"name\": \"get_quote\", \"args\": {\"venue_id\": \"garden_pavilion\", \"guest_count\": 80, \"catering_package\": \"gold\", \"add_ons\": [\"dj\", \"photographer\"]}}", "function_call_response": "{\"status\": \"success\", \"quote\": {\"venue_rental\": 4000, \"catering\": 6000, \"catering_per_person\": 75, \"add_ons_total\": 2000, \"add_ons_breakdown\": {\"dj\": 800, \"photographer\": 1200}, \"total\": 12000}}", "categories": "tool_use, numerical_reasoning, implicit_correction", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_010.wav", "turn_id": 10, "speaker": "tts", "input_text": "Twelve thousand works for our budget. Let's book it.", "golden_text": "Your event is booked! Here are the details: Priya Mehta, Garden Pavilion, Saturday March 8th, 80 guests, Gold catering, DJ and photographer. Total: $12,000. Your event ID is EVT-3001.", "required_function_call": "{\"name\": \"book_event\", \"args\": {\"name\": \"Priya Mehta\", \"phone\": \"512-847-3160\", \"date\": \"2025-03-08\", \"venue_id\": \"garden_pavilion\", \"guest_count\": 80, \"catering_package\": \"gold\", \"add_ons\": [\"dj\", \"photographer\"]}}", "function_call_response": "{\"status\": \"success\", \"event_id\": \"EVT-3001\", \"total\": 12000}", "categories": "tool_use, long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_011.wav", "turn_id": 11, "speaker": "tts", "input_text": "Great. So we booked the Rooftop Terrace, right?", "golden_text": "Actually, no \u2014 you booked the Garden Pavilion, not the Rooftop Terrace. The Rooftop Terrace only holds 50 guests, which wouldn't fit your party of 80. Your event is confirmed at the Garden Pavilion with a capacity of 100.", "required_function_call": null, "function_call_response": null, "categories": "long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_012.wav", "turn_id": 12, "speaker": "tts", "input_text": "Right, the Garden Pavilion. Actually, I just got word \u2014 we're up to a hundred and fif\u2014 sorry, a hundred and twenty. One-twenty. Does the Pavilion still work for that?", "golden_text": "The Garden Pavilion has a maximum capacity of 100 guests, so 120 won't fit there unfortunately. We'd need to move to the Grand Ballroom, which holds up to 250 guests. The rental is $8,000 instead of $4,000. Would you like me to look into switching?", "required_function_call": null, "function_call_response": null, "categories": "numerical_reasoning, long_range_memory, error_recovery, implicit_correction", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_013.wav", "turn_id": 13, "speaker": "tts", "input_text": "Yeah, we'll have to go with the Grand Ballroom then. Can you switch us over?", "golden_text": "Updated \u2014 your event is now at the Grand Ballroom instead of the Garden Pavilion, with 120 guests.", "required_function_call": "[{\"name\": \"update_event\", \"args\": {\"event_id\": \"EVT-3001\", \"field\": \"venue_id\", \"new_value\": \"grand_ballroom\"}}, {\"name\": \"update_event\", \"args\": {\"event_id\": \"EVT-3001\", \"field\": \"guest_count\", \"new_value\": \"120\"}}]", "function_call_response": "[{\"status\": \"success\"}, {\"status\": \"success\"}]", "categories": "tool_use, long_range_memory, implicit_correction", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_014.wav", "turn_id": 14, "speaker": "tts", "input_text": "What does the total look like now with the bigger venue and more guests?", "golden_text": "Let me get you an updated quote.", "required_function_call": "{\"name\": \"get_quote\", \"args\": {\"venue_id\": \"grand_ballroom\", \"guest_count\": 120, \"catering_package\": \"gold\", \"add_ons\": [\"dj\", \"photographer\"]}}", "function_call_response": "{\"status\": \"success\", \"quote\": {\"venue_rental\": 8000, \"catering\": 9000, \"catering_per_person\": 75, \"add_ons_total\": 2000, \"add_ons_breakdown\": {\"dj\": 800, \"photographer\": 1200}, \"total\": 19000}}", "categories": "tool_use, numerical_reasoning", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_015.wav", "turn_id": 15, "speaker": "tts", "input_text": "Nineteen thousand. The catering is the Silver package, right?", "golden_text": "No \u2014 you selected the Gold package, not Silver. Gold is $75 per person and includes appetizers, a cheese and charcuterie display, three entr\u00e9es, a dessert bar, and a wine and beer bar. Silver is $45 per person with fewer options. Would you like to keep Gold or switch to Silver to reduce costs?", "required_function_call": null, "function_call_response": null, "categories": "long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_016.wav", "turn_id": 16, "speaker": "tts", "input_text": "No, keep Gold. But nineteen thousand is way over our original budget of twelve. Can you show me the breakdown?", "golden_text": "Here's the breakdown for 120 guests at the Grand Ballroom with Gold catering: venue rental is $8,000 (up from $4,000 at the Garden Pavilion), Gold catering at $75 per person for 120 guests is $9,000 (up from $6,000 for 80), and add-ons are $2,000 \u2014 $800 for the DJ and $1,200 for the photographer. That totals $19,000, which is $7,000 more than your original $12,000 booking.", "required_function_call": null, "function_call_response": null, "categories": "numerical_reasoning, long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_017.wav", "turn_id": 17, "speaker": "tts", "input_text": "Hmm. Before I decide anything \u2014 what if we just dropped the photographer and switched to Silver? Would that get us back under twelve thousand?", "golden_text": "Let me work that out. With Silver catering at $45 per person for 120 guests, that's $5,400. The Grand Ballroom is $8,000, and just the DJ at $800 \u2014 that totals $14,200. So even with those changes, you'd still be $2,200 over your $12,000 target. The biggest cost driver is the venue upgrade from $4,000 to $8,000.", "required_function_call": null, "function_call_response": null, "categories": "numerical_reasoning, long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_018.wav", "turn_id": 18, "speaker": "tts", "input_text": "Yeah that's still too much. What if we cut back to ninety people instead? Would that fit at the Garden Pavilion again?", "golden_text": "Yes \u2014 90 guests fits within the Garden Pavilion's capacity of 100. That would bring your venue cost back down to $4,000 instead of $8,000. And Gold catering at $75 per person for 90 guests would be $6,750. Shall I switch you back to the Garden Pavilion with 90 guests?", "required_function_call": null, "function_call_response": null, "categories": "numerical_reasoning, long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_019.wav", "turn_id": 19, "speaker": "tts", "input_text": "Yes, switch us back to the Garden Pavilion with ninety guests.", "golden_text": "Done \u2014 your event is back at the Garden Pavilion with 90 guests.", "required_function_call": "[{\"name\": \"update_event\", \"args\": {\"event_id\": \"EVT-3001\", \"field\": \"venue_id\", \"new_value\": \"garden_pavilion\"}}, {\"name\": \"update_event\", \"args\": {\"event_id\": \"EVT-3001\", \"field\": \"guest_count\", \"new_value\": \"90\"}}]", "function_call_response": "[{\"status\": \"success\"}, {\"status\": \"success\"}]", "categories": "tool_use, long_range_memory, implicit_correction", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_020.wav", "turn_id": 20, "speaker": "tts", "input_text": "What's the new total?", "golden_text": "Let me get you the updated quote.", "required_function_call": "{\"name\": \"get_quote\", \"args\": {\"venue_id\": \"garden_pavilion\", \"guest_count\": 90, \"catering_package\": \"gold\", \"add_ons\": [\"dj\", \"photographer\"]}}", "function_call_response": "{\"status\": \"success\", \"quote\": {\"venue_rental\": 4000, \"catering\": 6750, \"catering_per_person\": 75, \"add_ons_total\": 2000, \"add_ons_breakdown\": {\"dj\": 800, \"photographer\": 1200}, \"total\": 12750}}", "categories": "tool_use, numerical_reasoning", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_021.wav", "turn_id": 21, "speaker": "tts", "input_text": "OK much better. So the DJ is eight hundred, and the photographer is... fifteen hundred? That's twenty-three hundred in add-ons?", "golden_text": "Not quite \u2014 the photographer is $1,200, not $1,500. So your add-ons total $2,000: $800 for the DJ plus $1,200 for the photographer. That's $2,000, not $2,300.", "required_function_call": null, "function_call_response": null, "categories": "long_range_memory, numerical_reasoning", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_022.wav", "turn_id": 22, "speaker": "tts", "input_text": "Got it, thanks. Oh \u2014 one more thing. Can you change the contact number on the booking? Use my assistant Raj's number instead: 512-849-3016.", "golden_text": "Updated \u2014 the contact number on the booking is now five-one-two, eight-four-nine, three-zero-one-six for your assistant Raj.", "required_function_call": "{\"name\": \"update_event\", \"args\": {\"event_id\": \"EVT-3001\", \"field\": \"phone\", \"new_value\": \"512-849-3016\"}}", "function_call_response": "{\"status\": \"success\"}", "categories": "tool_use, long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_023.wav", "turn_id": 23, "speaker": "tts", "input_text": "And I just realized \u2014 March 8th actually conflicts with our company retreat. Can we move the whole thing to March 15th? Is the Garden Pavilion available that Saturday?", "golden_text": "Let me check availability for March 15th.", "required_function_call": "{\"name\": \"search_venues\", \"args\": {\"date\": \"2025-03-15\", \"guest_count\": 90}}", "function_call_response": "{\"status\": \"success\", \"venues\": [{\"venue_id\": \"rooftop_terrace\", \"name\": \"The Rooftop Terrace\", \"capacity\": 50, \"rental_fee\": 2500, \"available\": true, \"fits_guest_count\": false}, {\"venue_id\": \"garden_pavilion\", \"name\": \"The Garden Pavilion\", \"capacity\": 100, \"rental_fee\": 4000, \"available\": true, \"fits_guest_count\": true}, {\"venue_id\": \"grand_ballroom\", \"name\": \"The Grand Ballroom\", \"capacity\": 250, \"rental_fee\": 8000, \"available\": true, \"fits_guest_count\": true}]}", "categories": "tool_use, long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_024.wav", "turn_id": 24, "speaker": "tts", "input_text": "Great, it's available. Move us to March 15th.", "golden_text": "Done \u2014 your event date is now Saturday, March 15th at the Garden Pavilion. Everything else stays the same.", "required_function_call": "{\"name\": \"update_event\", \"args\": {\"event_id\": \"EVT-3001\", \"field\": \"date\", \"new_value\": \"2025-03-15\"}}", "function_call_response": "{\"status\": \"success\"}", "categories": "tool_use, long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_025.wav", "turn_id": 25, "speaker": "tts", "input_text": "OK, can you read me back the full booking now? Everything from the top.", "golden_text": "Here's your complete booking:\n\nEvent ID: EVT-3001\nContact: Priya Mehta, c/o Raj at 512-849-3016\nDate: Saturday, March 15th, 2025\nVenue: The Garden Pavilion (capacity 100)\nGuest count: 90\nCatering: Gold package at $75 per person \u2014 $6,750\nAdd-ons: DJ ($800) + Photographer ($1,200) \u2014 $2,000\nVenue rental: $4,000\nTotal: $12,750\n\nIs everything correct?", "required_function_call": null, "function_call_response": null, "categories": "long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_026.wav", "turn_id": 26, "speaker": "tts", "input_text": "That's all correct. What's the deposit situation? How much do I need to pay now?", "golden_text": "A 50% deposit is required to secure your date. That would be $6,375 based on your $12,750 total. The remaining balance of $6,375 is due 7 days before the event \u2014 so by March 8th. We accept cash, check, all major credit cards, and bank wire transfer.", "required_function_call": null, "function_call_response": null, "categories": "basic_qa, numerical_reasoning", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_027.wav", "turn_id": 27, "speaker": "tts", "input_text": "And what if we need to cancel? What's your cancellation policy?", "golden_text": "Our cancellation policy is based on how far in advance you cancel: 30 or more days before the event, you get a full refund of the deposit. Between 15 and 29 days, you get a 50% refund. Fewer than 15 days out, there's no refund. You also get one complimentary date change if requested 30 or more days in advance, subject to availability.", "required_function_call": null, "function_call_response": null, "categories": "basic_qa", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "audio/turn_028.wav", "turn_id": 28, "speaker": "tts", "input_text": "Perfect, that all sounds good. I'll get the deposit sorted out. Thanks so much for your help!", "golden_text": "You're welcome, Priya! I'll send a confirmation to Raj at 512-849-3016. Your event at the Garden Pavilion on March 15th is all set. Have a great day!", "required_function_call": "{\"name\": \"end_session\", \"args\": {}}", "function_call_response": null, "categories": "tool_use", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_000.wav", "turn_id": 0, "speaker": "person1", "input_text": "Hi, I'm planning our annual company gala for about eighty people. I'd like to know what venue options you have available.", "golden_text": "Welcome! I'd love to help you plan your company gala for eighty guests. Do you have a date in mind? That will help me check venue availability for you.", "required_function_call": null, "function_call_response": null, "categories": "basic_qa", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_001.wav", "turn_id": 1, "speaker": "person1", "input_text": "We're looking at Saturday, March 8th. What venues do you have that could fit eighty people?", "golden_text": "Let me search our venues for March 8th with eighty guests.", "required_function_call": "{\"name\": \"search_venues\", \"args\": {\"date\": \"2025-03-08\", \"guest_count\": 80}}", "function_call_response": "{\"status\": \"success\", \"venues\": [{\"venue_id\": \"rooftop_terrace\", \"name\": \"The Rooftop Terrace\", \"capacity\": 50, \"rental_fee\": 2500, \"available\": true, \"fits_guest_count\": false}, {\"venue_id\": \"garden_pavilion\", \"name\": \"The Garden Pavilion\", \"capacity\": 100, \"rental_fee\": 4000, \"available\": true, \"fits_guest_count\": true}, {\"venue_id\": \"grand_ballroom\", \"name\": \"The Grand Ballroom\", \"capacity\": 250, \"rental_fee\": 8000, \"available\": true, \"fits_guest_count\": true}]}", "categories": "tool_use", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_002.wav", "turn_id": 2, "speaker": "person1", "input_text": "Tell me about those options.", "golden_text": "All three venues are available on March 8th, but the Rooftop Terrace only holds 50 so it's too small for eighty guests. Your two options are:\n\n1. The Garden Pavilion \u2014 up to 100 guests, $4,000 rental. Beautiful outdoor pavilion with a covered area and dance floor.\n\n2. The Grand Ballroom \u2014 up to 250 guests, $8,000 rental. Elegant indoor ballroom with a full AV system.\n\nThe Garden Pavilion is a great fit for eighty guests and would save you $4,000 over the ballroom. Would you like more details on either?", "required_function_call": null, "function_call_response": null, "categories": "basic_qa", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_003.wav", "turn_id": 3, "speaker": "person1", "input_text": "The second one \u2014 the outdoor one for four thousand \u2014 what exactly does it include? Capacity, amenities, that sort of thing.", "golden_text": "The Garden Pavilion holds up to 100 guests and rents for $4,000. It's a beautifully landscaped outdoor pavilion surrounded by native Texas gardens. Amenities include a covered pavilion with ceiling fans, a dance floor, a built-in stage area, a full lighting package, on-site restrooms, and wheelchair accessibility. There's also a backup indoor option at no extra charge in case of rain. Setup and teardown are included.", "required_function_call": null, "function_call_response": null, "categories": "basic_qa, ambiguous_entity", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_004.wav", "turn_id": 4, "speaker": "person1", "input_text": "That sounds perfect. I'm Priya Mehta \u2014 M-E-H-T-A. My number is 512-847-3160.", "golden_text": "Got it \u2014 Priya Mehta, M-E-H-T-A. And your phone number is five-one-two, eight-four-seven, three-one-six-zero. Is that correct?", "required_function_call": null, "function_call_response": null, "categories": "basic_qa", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_005.wav", "turn_id": 5, "speaker": "person1", "input_text": "That's right. Now what catering packages do you offer? I heard you have one around forty-five dollars per person.", "golden_text": "We have three catering packages. The Silver is $45 per person and includes a choice of 3 passed appetizers, 2 entr\u00e9es, and non-alcoholic beverages. The Gold is $75 per person with 4 appetizers, a cheese and charcuterie display, 3 entr\u00e9es, a dessert bar, and a wine and beer bar. The Platinum is $110 per person with a full plated course, open bar, custom dessert station, and a dedicated event coordinator included. Would you like more details on any of them?", "required_function_call": null, "function_call_response": null, "categories": "basic_qa", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_006.wav", "turn_id": 6, "speaker": "person1", "input_text": "Let's go with the Platinum\u2014 actually no, the Gold package. At seventy-five per person for eighty guests. Can you give me a quote for that with the Garden Pavilion?", "golden_text": "Got it \u2014 the Gold package, not Platinum. Let me get a quote for the Garden Pavilion with eighty guests and Gold catering.", "required_function_call": "{\"name\": \"get_quote\", \"args\": {\"venue_id\": \"garden_pavilion\", \"guest_count\": 80, \"catering_package\": \"gold\", \"add_ons\": []}}", "function_call_response": "{\"status\": \"success\", \"quote\": {\"venue_rental\": 4000, \"catering\": 6000, \"catering_per_person\": 75, \"add_ons_total\": 0, \"add_ons_breakdown\": {}, \"total\": 10000}}", "categories": "tool_use, numerical_reasoning, implicit_correction", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_007.wav", "turn_id": 7, "speaker": "person1", "input_text": "So let me make sure I have this right \u2014 the venue is four thousand, and catering at seventy-five a head for eighty people is... five thousand five hundred? So about nine-five total?", "golden_text": "Actually, the catering comes to $6,000 \u2014 that's $75 times 80 guests. With the $4,000 venue rental, the total is $10,000, not $9,500. No add-ons are included yet. Would you like to add any services like a DJ, photographer, or floral arrangements?", "required_function_call": null, "function_call_response": null, "categories": "numerical_reasoning, error_recovery", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_008.wav", "turn_id": 8, "speaker": "person1", "input_text": "Yeah, we'll need the music option for sure. And a photographer.", "golden_text": "We have two music options \u2014 a professional DJ for $800 which includes a full sound system, lighting effects, and MC services for up to 5 hours, or a live 5-piece band for $2,500 doing a 3-hour set. Which would you prefer? I can also add the photographer at $1,200 for up to 6 hours with 300-plus edited digital photos.", "required_function_call": null, "function_call_response": null, "categories": "basic_qa, ambiguous_entity", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_009.wav", "turn_id": 9, "speaker": "person1", "input_text": "The DJ, not the band. And yes the photographer. Oh and throw in floral arrangements too \u2014 actually wait, no, skip the flowers. Budget's tight. Just the DJ and photographer. Can I get an updated quote?", "golden_text": "Got it \u2014 DJ and photographer only, no floral arrangements. Let me get an updated quote.", "required_function_call": "{\"name\": \"get_quote\", \"args\": {\"venue_id\": \"garden_pavilion\", \"guest_count\": 80, \"catering_package\": \"gold\", \"add_ons\": [\"dj\", \"photographer\"]}}", "function_call_response": "{\"status\": \"success\", \"quote\": {\"venue_rental\": 4000, \"catering\": 6000, \"catering_per_person\": 75, \"add_ons_total\": 2000, \"add_ons_breakdown\": {\"dj\": 800, \"photographer\": 1200}, \"total\": 12000}}", "categories": "tool_use, numerical_reasoning, implicit_correction", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_010.wav", "turn_id": 10, "speaker": "person1", "input_text": "Twelve thousand works for our budget. Let's book it.", "golden_text": "Your event is booked! Here are the details: Priya Mehta, Garden Pavilion, Saturday March 8th, 80 guests, Gold catering, DJ and photographer. Total: $12,000. Your event ID is EVT-3001.", "required_function_call": "{\"name\": \"book_event\", \"args\": {\"name\": \"Priya Mehta\", \"phone\": \"512-847-3160\", \"date\": \"2025-03-08\", \"venue_id\": \"garden_pavilion\", \"guest_count\": 80, \"catering_package\": \"gold\", \"add_ons\": [\"dj\", \"photographer\"]}}", "function_call_response": "{\"status\": \"success\", \"event_id\": \"EVT-3001\", \"total\": 12000}", "categories": "tool_use, long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_011.wav", "turn_id": 11, "speaker": "person1", "input_text": "Great. So we booked the Rooftop Terrace, right?", "golden_text": "Actually, no \u2014 you booked the Garden Pavilion, not the Rooftop Terrace. The Rooftop Terrace only holds 50 guests, which wouldn't fit your party of 80. Your event is confirmed at the Garden Pavilion with a capacity of 100.", "required_function_call": null, "function_call_response": null, "categories": "long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_012.wav", "turn_id": 12, "speaker": "person1", "input_text": "Right, the Garden Pavilion. Actually, I just got word \u2014 we're up to a hundred and fif\u2014 sorry, a hundred and twenty. One-twenty. Does the Pavilion still work for that?", "golden_text": "The Garden Pavilion has a maximum capacity of 100 guests, so 120 won't fit there unfortunately. We'd need to move to the Grand Ballroom, which holds up to 250 guests. The rental is $8,000 instead of $4,000. Would you like me to look into switching?", "required_function_call": null, "function_call_response": null, "categories": "numerical_reasoning, long_range_memory, error_recovery, implicit_correction", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_013.wav", "turn_id": 13, "speaker": "person1", "input_text": "Yeah, we'll have to go with the Grand Ballroom then. Can you switch us over?", "golden_text": "Updated \u2014 your event is now at the Grand Ballroom instead of the Garden Pavilion, with 120 guests.", "required_function_call": "[{\"name\": \"update_event\", \"args\": {\"event_id\": \"EVT-3001\", \"field\": \"venue_id\", \"new_value\": \"grand_ballroom\"}}, {\"name\": \"update_event\", \"args\": {\"event_id\": \"EVT-3001\", \"field\": \"guest_count\", \"new_value\": \"120\"}}]", "function_call_response": "[{\"status\": \"success\"}, {\"status\": \"success\"}]", "categories": "tool_use, long_range_memory, implicit_correction", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_014.wav", "turn_id": 14, "speaker": "person1", "input_text": "What does the total look like now with the bigger venue and more guests?", "golden_text": "Let me get you an updated quote.", "required_function_call": "{\"name\": \"get_quote\", \"args\": {\"venue_id\": \"grand_ballroom\", \"guest_count\": 120, \"catering_package\": \"gold\", \"add_ons\": [\"dj\", \"photographer\"]}}", "function_call_response": "{\"status\": \"success\", \"quote\": {\"venue_rental\": 8000, \"catering\": 9000, \"catering_per_person\": 75, \"add_ons_total\": 2000, \"add_ons_breakdown\": {\"dj\": 800, \"photographer\": 1200}, \"total\": 19000}}", "categories": "tool_use, numerical_reasoning", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_015.wav", "turn_id": 15, "speaker": "person1", "input_text": "Nineteen thousand. The catering is the Silver package, right?", "golden_text": "No \u2014 you selected the Gold package, not Silver. Gold is $75 per person and includes appetizers, a cheese and charcuterie display, three entr\u00e9es, a dessert bar, and a wine and beer bar. Silver is $45 per person with fewer options. Would you like to keep Gold or switch to Silver to reduce costs?", "required_function_call": null, "function_call_response": null, "categories": "long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_016.wav", "turn_id": 16, "speaker": "person1", "input_text": "No, keep Gold. But nineteen thousand is way over our original budget of twelve. Can you show me the breakdown?", "golden_text": "Here's the breakdown for 120 guests at the Grand Ballroom with Gold catering: venue rental is $8,000 (up from $4,000 at the Garden Pavilion), Gold catering at $75 per person for 120 guests is $9,000 (up from $6,000 for 80), and add-ons are $2,000 \u2014 $800 for the DJ and $1,200 for the photographer. That totals $19,000, which is $7,000 more than your original $12,000 booking.", "required_function_call": null, "function_call_response": null, "categories": "numerical_reasoning, long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_017.wav", "turn_id": 17, "speaker": "person1", "input_text": "Hmm. Before I decide anything \u2014 what if we just dropped the photographer and switched to Silver? Would that get us back under twelve thousand?", "golden_text": "Let me work that out. With Silver catering at $45 per person for 120 guests, that's $5,400. The Grand Ballroom is $8,000, and just the DJ at $800 \u2014 that totals $14,200. So even with those changes, you'd still be $2,200 over your $12,000 target. The biggest cost driver is the venue upgrade from $4,000 to $8,000.", "required_function_call": null, "function_call_response": null, "categories": "numerical_reasoning, long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_018.wav", "turn_id": 18, "speaker": "person1", "input_text": "Yeah that's still too much. What if we cut back to ninety people instead? Would that fit at the Garden Pavilion again?", "golden_text": "Yes \u2014 90 guests fits within the Garden Pavilion's capacity of 100. That would bring your venue cost back down to $4,000 instead of $8,000. And Gold catering at $75 per person for 90 guests would be $6,750. Shall I switch you back to the Garden Pavilion with 90 guests?", "required_function_call": null, "function_call_response": null, "categories": "numerical_reasoning, long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_019.wav", "turn_id": 19, "speaker": "person1", "input_text": "Yes, switch us back to the Garden Pavilion with ninety guests.", "golden_text": "Done \u2014 your event is back at the Garden Pavilion with 90 guests.", "required_function_call": "[{\"name\": \"update_event\", \"args\": {\"event_id\": \"EVT-3001\", \"field\": \"venue_id\", \"new_value\": \"garden_pavilion\"}}, {\"name\": \"update_event\", \"args\": {\"event_id\": \"EVT-3001\", \"field\": \"guest_count\", \"new_value\": \"90\"}}]", "function_call_response": "[{\"status\": \"success\"}, {\"status\": \"success\"}]", "categories": "tool_use, long_range_memory, implicit_correction", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_020.wav", "turn_id": 20, "speaker": "person1", "input_text": "What's the new total?", "golden_text": "Let me get you the updated quote.", "required_function_call": "{\"name\": \"get_quote\", \"args\": {\"venue_id\": \"garden_pavilion\", \"guest_count\": 90, \"catering_package\": \"gold\", \"add_ons\": [\"dj\", \"photographer\"]}}", "function_call_response": "{\"status\": \"success\", \"quote\": {\"venue_rental\": 4000, \"catering\": 6750, \"catering_per_person\": 75, \"add_ons_total\": 2000, \"add_ons_breakdown\": {\"dj\": 800, \"photographer\": 1200}, \"total\": 12750}}", "categories": "tool_use, numerical_reasoning", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_021.wav", "turn_id": 21, "speaker": "person1", "input_text": "OK much better. So the DJ is eight hundred, and the photographer is... fifteen hundred? That's twenty-three hundred in add-ons?", "golden_text": "Not quite \u2014 the photographer is $1,200, not $1,500. So your add-ons total $2,000: $800 for the DJ plus $1,200 for the photographer. That's $2,000, not $2,300.", "required_function_call": null, "function_call_response": null, "categories": "long_range_memory, numerical_reasoning", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_022.wav", "turn_id": 22, "speaker": "person1", "input_text": "Got it, thanks. Oh \u2014 one more thing. Can you change the contact number on the booking? Use my assistant Raj's number instead: 512-849-3016.", "golden_text": "Updated \u2014 the contact number on the booking is now five-one-two, eight-four-nine, three-zero-one-six for your assistant Raj.", "required_function_call": "{\"name\": \"update_event\", \"args\": {\"event_id\": \"EVT-3001\", \"field\": \"phone\", \"new_value\": \"512-849-3016\"}}", "function_call_response": "{\"status\": \"success\"}", "categories": "tool_use, long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_023.wav", "turn_id": 23, "speaker": "person1", "input_text": "And I just realized \u2014 March 8th actually conflicts with our company retreat. Can we move the whole thing to March 15th? Is the Garden Pavilion available that Saturday?", "golden_text": "Let me check availability for March 15th.", "required_function_call": "{\"name\": \"search_venues\", \"args\": {\"date\": \"2025-03-15\", \"guest_count\": 90}}", "function_call_response": "{\"status\": \"success\", \"venues\": [{\"venue_id\": \"rooftop_terrace\", \"name\": \"The Rooftop Terrace\", \"capacity\": 50, \"rental_fee\": 2500, \"available\": true, \"fits_guest_count\": false}, {\"venue_id\": \"garden_pavilion\", \"name\": \"The Garden Pavilion\", \"capacity\": 100, \"rental_fee\": 4000, \"available\": true, \"fits_guest_count\": true}, {\"venue_id\": \"grand_ballroom\", \"name\": \"The Grand Ballroom\", \"capacity\": 250, \"rental_fee\": 8000, \"available\": true, \"fits_guest_count\": true}]}", "categories": "tool_use, long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_024.wav", "turn_id": 24, "speaker": "person1", "input_text": "Great, it's available. Move us to March 15th.", "golden_text": "Done \u2014 your event date is now Saturday, March 15th at the Garden Pavilion. Everything else stays the same.", "required_function_call": "{\"name\": \"update_event\", \"args\": {\"event_id\": \"EVT-3001\", \"field\": \"date\", \"new_value\": \"2025-03-15\"}}", "function_call_response": "{\"status\": \"success\"}", "categories": "tool_use, long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_025.wav", "turn_id": 25, "speaker": "person1", "input_text": "OK, can you read me back the full booking now? Everything from the top.", "golden_text": "Here's your complete booking:\n\nEvent ID: EVT-3001\nContact: Priya Mehta, c/o Raj at 512-849-3016\nDate: Saturday, March 15th, 2025\nVenue: The Garden Pavilion (capacity 100)\nGuest count: 90\nCatering: Gold package at $75 per person \u2014 $6,750\nAdd-ons: DJ ($800) + Photographer ($1,200) \u2014 $2,000\nVenue rental: $4,000\nTotal: $12,750\n\nIs everything correct?", "required_function_call": null, "function_call_response": null, "categories": "long_range_memory", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_026.wav", "turn_id": 26, "speaker": "person1", "input_text": "That's all correct. What's the deposit situation? How much do I need to pay now?", "golden_text": "A 50% deposit is required to secure your date. That would be $6,375 based on your $12,750 total. The remaining balance of $6,375 is due 7 days before the event \u2014 so by March 8th. We accept cash, check, all major credit cards, and bank wire transfer.", "required_function_call": null, "function_call_response": null, "categories": "basic_qa, numerical_reasoning", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_027.wav", "turn_id": 27, "speaker": "person1", "input_text": "And what if we need to cancel? What's your cancellation policy?", "golden_text": "Our cancellation policy is based on how far in advance you cancel: 30 or more days before the event, you get a full refund of the deposit. Between 15 and 29 days, you get a 50% refund. Fewer than 15 days out, there's no refund. You also get one complimentary date change if requested 30 or more days in advance, subject to availability.", "required_function_call": null, "function_call_response": null, "categories": "basic_qa", "subcategory": null, "scoring_dimensions": ""}
+{"file_name": "real_audio/person1/turn_028.wav", "turn_id": 28, "speaker": "person1", "input_text": "Perfect, that all sounds good. I'll get the deposit sorted out. Thanks so much for your help!", "golden_text": "You're welcome, Priya! I'll send a confirmation to Raj at 512-849-3016. Your event at the Garden Pavilion on March 15th is all set. Have a great day!", "required_function_call": "{\"name\": \"end_session\", \"args\": {}}", "function_call_response": null, "categories": "tool_use", "subcategory": null, "scoring_dimensions": ""}

real_audio/person1/recording_metadata.json

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+  "speaker_id": "person1",
+  "gender": "female",
+  "accent": "American",
+  "device": "iPhone 16 Pro",
+  "accessories": "wired Apple headphones",
+  "environment": "pier",
+  "activity": "walking",
+  "noise_level": "medium",
+  "noise_description": "wind, background music, people talking",
+  "notes": null
+}

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