Clinic Tests

Detailed Results

ID ↕	Score ↕	Status ↕	Facts Retained ↕	Date ↕
1	1.000	✓ PASS	6/6	14/10/2025 17:12
Test Information Test Name: Candidate 1 Test Category: LLM Validation Retention Score: 1.000 Facts Retained: 6/6 All Retained: ✓ Yes Timestamp: 2025-10-14T17:12:57.260669 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✓ Expected: Southview Medical Extracted: Southview Medical Validation Details Similarity Score: 1.000 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Texts 📝 Candidate Text: Let me help you, Sophia Lopez! Your next appointment is with Dr. Sarah Green in Ophthalmology on October 9th, 2025 at 4:30 PM at Southview Medical.
2	1.000	✓ PASS	6/6	14/10/2025 17:12
Test Information Test Name: Candidate 2 Test Category: LLM Validation Retention Score: 1.000 Facts Retained: 6/6 All Retained: ✓ Yes Timestamp: 2025-10-14T17:12:57.260687 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✓ Expected: Southview Medical Extracted: Southview Medical Validation Details Similarity Score: 1.000 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Texts 📝 Candidate Text: Hi Sophia! You’re scheduled to see Dr. Sarah Green on 2025-10-09 at 4:30 PM for your Ophthalmology appointment at Southview Medical.
3	1.000	✗ FAIL	5/6	14/10/2025 17:12
Test Information Test Name: Candidate 3 Test Category: LLM Validation Retention Score: 1.000 Facts Retained: 5/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260693 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 1.000 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hello Sophia Lopez! Your next visit is with Dr. Sarah Green, Ophthalmology, on October 9 at 4:30 PM.
4	1.000	✗ FAIL	5/6	14/10/2025 17:12
Test Information Test Name: Candidate 4 Test Category: LLM Validation Retention Score: 1.000 Facts Retained: 5/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260698 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✓ Expected: Southview Medical Extracted: Southview Medical Validation Details Similarity Score: 1.000 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Sophia, your next appointment is with Dr. Sarah Green on October 9th at 4:30 PM in Southview Medical Center.
5	0.987	✗ FAIL	5/6	14/10/2025 17:12
Test Information Test Name: Candidate 5 Test Category: LLM Validation Retention Score: 0.987 Facts Retained: 5/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260703 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.987 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hey Sophia! You have an appointment with Dr. Sarah Green (Ophthalmology) at 4:30 PM on 09/10/2025.
6	0.826	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 6 Test Category: LLM Validation Retention Score: 0.826 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260707 Facts Analysis FullName ✗ Expected: Sophia Lopez Extracted: None DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.826 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Your next appointment is on October 9th, 2025 at 4:30 PM with Dr. Sarah Green, Ophthalmology.
7	0.842	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 7 Test Category: LLM Validation Retention Score: 0.842 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260711 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.842 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hi Sophia Lopez! You’re seeing Dr. Sarah Green on Thursday, October 9, 2025 at 4:30 PM.
8	1.000	✓ PASS	6/6	14/10/2025 17:12
Test Information Test Name: Candidate 8 Test Category: LLM Validation Retention Score: 1.000 Facts Retained: 6/6 All Retained: ✓ Yes Timestamp: 2025-10-14T17:12:57.260716 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✓ Expected: Southview Medical Extracted: Southview Medical Validation Details Similarity Score: 1.000 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Texts 📝 Candidate Text: Hi Sophia! Your Ophthalmology appointment with Dr. Sarah Green is at 4:30 PM on 2025-10-09 at Southview Medical.
9	0.971	✗ FAIL	5/6	14/10/2025 17:12
Test Information Test Name: Candidate 9 Test Category: LLM Validation Retention Score: 0.971 Facts Retained: 5/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260720 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.971 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hello! Sophia, your next appointment is with Dr. Sarah Green for Ophthalmology on October 9, 2025, 4:30 PM.
10	0.938	✗ FAIL	5/6	14/10/2025 17:12
Test Information Test Name: Candidate 10 Test Category: LLM Validation Retention Score: 0.938 Facts Retained: 5/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260724 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.938 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Let me check that for you, Sophia. You have an Ophthalmology appointment with Dr. Sarah Green on October 9, 2025 at 4:30 PM.
11	1.000	✗ FAIL	3/6	14/10/2025 17:12
Test Information Test Name: Candidate 11 Test Category: LLM Validation Retention Score: 1.000 Facts Retained: 3/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260728 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✗ Expected: 2025-10-09 Extracted: None AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 1.000 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Sophia Lopez, your next medical appointment is scheduled with Dr. Sarah Green on 9th October 2025 at 4:30 PM.
12	0.894	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 12 Test Category: LLM Validation Retention Score: 0.894 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260733 Facts Analysis FullName ✗ Expected: Sophia Lopez Extracted: None DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✓ Expected: Southview Medical Extracted: Southview Medical Validation Details Similarity Score: 0.894 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: You are booked with Dr. Sarah Green on October 9th, 2025 at 4:30 PM, Southview Medical.
13	0.726	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 13 Test Category: LLM Validation Retention Score: 0.726 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260737 Facts Analysis FullName ✗ Expected: Sophia Lopez Extracted: None DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.726 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Your appointment is set for October 9, 2025, 4:30 PM, with Dr. Sarah Green (Ophthalmology).
14	0.895	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 14 Test Category: LLM Validation Retention Score: 0.895 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260740 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.895 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Sophia, your next visit is with Dr. Sarah Green, Ophthalmologist, on 09/10/2025 at 4:30 PM.
15	0.659	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 15 Test Category: LLM Validation Retention Score: 0.659 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260745 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.659 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hey Sophia! You’re scheduled for 4:30 PM on October 9, 2025 with Dr. Sarah Green.
16	0.994	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 16 Test Category: LLM Validation Retention Score: 0.994 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260749 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✗ Expected: Dr. Sarah Green Extracted: None Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✗ Expected: 2025-10-09 Extracted: None AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✓ Expected: Southview Medical Extracted: Southview Medical Validation Details Similarity Score: 0.994 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hi Sophia Lopez! You have an Ophthalmology appointment at Southview Medical on 09 Oct 2025 at 4:30 PM.
17	0.968	✗ FAIL	5/6	14/10/2025 17:12
Test Information Test Name: Candidate 17 Test Category: LLM Validation Retention Score: 0.968 Facts Retained: 5/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260753 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✓ Expected: Southview Medical Extracted: Southview Medical Validation Details Similarity Score: 0.968 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hello Sophia! Dr. Sarah Green will see you on October 9th at 4:30 PM at Southview Medical.
18	0.656	✗ FAIL	3/6	14/10/2025 17:12
Test Information Test Name: Candidate 18 Test Category: LLM Validation Retention Score: 0.656 Facts Retained: 3/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260757 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✗ Expected: Dr. Sarah Green Extracted: None Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.656 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hi Sophia, your appointment with Dr. Green is on Thursday, October 9, 2025, 4:30 PM.
19	0.746	✗ FAIL	3/6	14/10/2025 17:12
Test Information Test Name: Candidate 19 Test Category: LLM Validation Retention Score: 0.746 Facts Retained: 3/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260761 Facts Analysis FullName ✗ Expected: Sophia Lopez Extracted: None DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.746 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Let’s see… your next appointment is with Dr. Sarah Green on October 9, 2025 at 4:30 PM.
20	0.888	✗ FAIL	5/6	14/10/2025 17:12
Test Information Test Name: Candidate 20 Test Category: LLM Validation Retention Score: 0.888 Facts Retained: 5/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260765 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.888 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Sophia, you’re booked with Dr. Sarah Green, Ophthalmology, on October 9th, 2025 at 4:30 PM.
21	0.819	✗ FAIL	5/6	14/10/2025 17:12
Test Information Test Name: Candidate 21 Test Category: LLM Validation Retention Score: 0.819 Facts Retained: 5/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260769 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.819 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hi there Sophia! You have an Ophthalmology appointment on October 9, 2025, 4:30 PM, with Dr. Sarah Green.
22	0.739	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 22 Test Category: LLM Validation Retention Score: 0.739 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260772 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✗ Expected: Dr. Sarah Green Extracted: None Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.739 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Your next appointment, Sophia, is scheduled for October 9, 2025, 4:30 PM with Dr. Green (Ophthalmology).
23	1.000	✗ FAIL	5/6	14/10/2025 17:12
Test Information Test Name: Candidate 23 Test Category: LLM Validation Retention Score: 1.000 Facts Retained: 5/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260776 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 1.000 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Let me help you, Sophia! Your next appointment is with Dr. Sarah Green, Ophthalmology, on 09/10/2025 4:30 PM.
24	0.717	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 24 Test Category: LLM Validation Retention Score: 0.717 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260780 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.717 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Sophia, your upcoming visit is on October 9th, 2025 at 4:30 PM with Dr. Sarah Green.
25	1.000	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 25 Test Category: LLM Validation Retention Score: 1.000 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260784 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✗ Expected: 2025-10-09 Extracted: None AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✓ Expected: Southview Medical Extracted: Southview Medical Validation Details Similarity Score: 1.000 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hi Sophia Lopez! You’re due to see Dr. Sarah Green on 9 October 2025, 4:30 PM at Southview Medical.
26	0.766	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 26 Test Category: LLM Validation Retention Score: 0.766 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260788 Facts Analysis FullName ✗ Expected: Sophia Lopez Extracted: None DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.766 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Your next appointment is Thursday, October 9th at 4:30 PM, with Dr. Sarah Green, Ophthalmology.
27	1.000	✗ FAIL	5/6	14/10/2025 17:12
Test Information Test Name: Candidate 27 Test Category: LLM Validation Retention Score: 1.000 Facts Retained: 5/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260792 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✓ Expected: Southview Medical Extracted: Southview Medical Validation Details Similarity Score: 1.000 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hi Sophia! You’re seeing Dr. Sarah Green on 09-10-2025, 4:30 PM at Southview Medical.
28	0.986	✗ FAIL	5/6	14/10/2025 17:12
Test Information Test Name: Candidate 28 Test Category: LLM Validation Retention Score: 0.986 Facts Retained: 5/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260796 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.986 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: positive Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hello Sophia Lopez, your appointment is confirmed for October 9, 2025 at 4:30 PM, Ophthalmology with Dr. Sarah Green.
29	0.886	✗ FAIL	5/6	14/10/2025 17:12
Test Information Test Name: Candidate 29 Test Category: LLM Validation Retention Score: 0.886 Facts Retained: 5/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260802 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.886 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hi Sophia! You’re scheduled with Dr. Sarah Green (Ophthalmology) on Oct 9, 2025 at 4:30 PM.
30	0.916	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 30 Test Category: LLM Validation Retention Score: 0.916 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260806 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✗ Expected: Dr. Sarah Green Extracted: None Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✓ Expected: Southview Medical Extracted: Southview Medical Validation Details Similarity Score: 0.916 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hey Sophia! Your next check-up is with Dr. Green on October 9th, 4:30 PM at Southview Medical.
31	0.972	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 31 Test Category: LLM Validation Retention Score: 0.972 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260810 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.972 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Let me confirm, Sophia Lopez — you have an appointment with Dr. Sarah Green on October 9, 2025 at 4:30 PM.
32	1.000	✗ FAIL	5/6	14/10/2025 17:12
Test Information Test Name: Candidate 32 Test Category: LLM Validation Retention Score: 1.000 Facts Retained: 5/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260813 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✓ Expected: Southview Medical Extracted: Southview Medical Validation Details Similarity Score: 1.000 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hi Sophia! You’ll see Dr. Sarah Green at 4:30 PM on 2025-10-09, Southview Medical.
33	0.805	✗ FAIL	3/6	14/10/2025 17:12
Test Information Test Name: Candidate 33 Test Category: LLM Validation Retention Score: 0.805 Facts Retained: 3/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260817 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✗ Expected: Dr. Sarah Green Extracted: None Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.805 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hi Sophia Lopez, your appointment is on October 9, 2025 at 4:30 PM with Dr. Green.
34	0.565	✗ FAIL	1/6	14/10/2025 17:12
Test Information Test Name: Candidate 34 Test Category: LLM Validation Retention Score: 0.565 Facts Retained: 1/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260823 Facts Analysis FullName ✗ Expected: Sophia Lopez Extracted: None DoctorName ✗ Expected: Dr. Sarah Green Extracted: None Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✗ Expected: 2025-10-09 Extracted: None AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.565 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Your appointment with Dr. Green is at 4:30 PM on 09 October 2025.
35	0.788	✗ FAIL	5/6	14/10/2025 17:12
Test Information Test Name: Candidate 35 Test Category: LLM Validation Retention Score: 0.788 Facts Retained: 5/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260828 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.788 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hi Sophia! You’re booked for an Ophthalmology consultation with Dr. Sarah Green, Oct 9, 2025, 4:30 PM.
36	0.830	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 36 Test Category: LLM Validation Retention Score: 0.830 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260831 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✗ Expected: Dr. Sarah Green Extracted: None Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✓ Expected: Southview Medical Extracted: Southview Medical Validation Details Similarity Score: 0.830 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hello Sophia Lopez! You have an upcoming appointment on October 9th, 2025, 4:30 PM, Southview Medical.
37	0.706	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 37 Test Category: LLM Validation Retention Score: 0.706 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260835 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✗ Expected: Dr. Sarah Green Extracted: None Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.706 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hi Sophia! You’re scheduled to meet Dr. Green, Ophthalmology, on October 9, 2025 at 4:30 PM.
38	0.877	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 38 Test Category: LLM Validation Retention Score: 0.877 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260839 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✗ Expected: Dr. Sarah Green Extracted: None Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.877 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hey Sophia Lopez! You’re due for your Ophthalmology appointment with Dr. Green on October 9, 2025, at 4:30 PM.
39	0.938	✗ FAIL	5/6	14/10/2025 17:12
Test Information Test Name: Candidate 39 Test Category: LLM Validation Retention Score: 0.938 Facts Retained: 5/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260843 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✓ Expected: Southview Medical Extracted: Southview Medical Validation Details Similarity Score: 0.938 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hi Sophia! Dr. Sarah Green will see you at Southview Medical on October 9th, 2025, at 4:30 PM.
40	0.751	✗ FAIL	3/6	14/10/2025 17:12
Test Information Test Name: Candidate 40 Test Category: LLM Validation Retention Score: 0.751 Facts Retained: 3/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260847 Facts Analysis FullName ✗ Expected: Sophia Lopez Extracted: None DoctorName ✗ Expected: Dr. Sarah Green Extracted: None Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✓ Expected: Southview Medical Extracted: Southview Medical Validation Details Similarity Score: 0.751 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Your next visit is October 9th, 2025, 4:30 PM, with Dr. Green at Southview Medical.
41	0.613	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 41 Test Category: LLM Validation Retention Score: 0.613 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260851 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✗ Expected: Dr. Sarah Green Extracted: None Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.613 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hi Sophia, your next Ophthalmology appointment is October 9, 2025 at 4:30 PM.
42	0.906	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 42 Test Category: LLM Validation Retention Score: 0.906 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260855 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✗ Expected: Dr. Sarah Green Extracted: None Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.906 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Sophia Lopez, you have an appointment with Dr. Green, Ophthalmology, on October 9, 2025, 4:30 PM.
43	0.850	✗ FAIL	5/6	14/10/2025 17:12
Test Information Test Name: Candidate 43 Test Category: LLM Validation Retention Score: 0.850 Facts Retained: 5/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260858 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.850 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hi Sophia! You’re booked with Dr. Sarah Green (Ophthalmology) for October 9, 2025 at 4:30 PM.
44	1.000	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 44 Test Category: LLM Validation Retention Score: 1.000 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260862 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 1.000 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Let me help you, Sophia Lopez. Your next appointment is on October 9, 2025, at 4:30 PM, with Dr. Sarah Green.
45	0.754	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 45 Test Category: LLM Validation Retention Score: 0.754 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260867 Facts Analysis FullName ✗ Expected: Sophia Lopez Extracted: None DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.754 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Your next appointment is October 9th, 2025, 4:30 PM, Dr. Sarah Green, Ophthalmology.
46	0.730	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 46 Test Category: LLM Validation Retention Score: 0.730 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260873 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✗ Expected: Dr. Sarah Green Extracted: None Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.730 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hi Sophia, you have an Ophthalmology appointment with Dr. Green on October 9, 2025, at 4:30 PM.
47	0.997	✗ FAIL	4/6	14/10/2025 17:12
Test Information Test Name: Candidate 47 Test Category: LLM Validation Retention Score: 0.997 Facts Retained: 4/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260877 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.997 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: positive Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hello Sophia Lopez! Your appointment with Dr. Sarah Green is confirmed for 2025-10-09 at 4:30 PM.
48	0.904	✗ FAIL	5/6	14/10/2025 17:12
Test Information Test Name: Candidate 48 Test Category: LLM Validation Retention Score: 0.904 Facts Retained: 5/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260880 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.904 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hi Sophia, you’re set for an appointment with Dr. Sarah Green (Ophthalmology) on October 9, 2025 at 4:30 PM.
49	0.980	✗ FAIL	5/6	14/10/2025 17:12
Test Information Test Name: Candidate 49 Test Category: LLM Validation Retention Score: 0.980 Facts Retained: 5/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260884 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.980 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: positive Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Hey Sophia! Your appointment is confirmed — Dr. Sarah Green, Ophthalmology, 09/10/2025 at 4:30 PM.
50	0.783	✗ FAIL	3/6	14/10/2025 17:12
Test Information Test Name: Candidate 50 Test Category: LLM Validation Retention Score: 0.783 Facts Retained: 3/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260888 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✗ Expected: Dr. Sarah Green Extracted: None Specialty ✗ Expected: Ophthalmology Extracted: None AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 0.783 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Let me check… Sophia, your next appointment is with Dr. Green on October 9th, 2025 at 4:30 PM.
51	1.000	✗ FAIL	5/6	14/10/2025 17:12
Test Information Test Name: Candidate 51 Test Category: LLM Validation Retention Score: 1.000 Facts Retained: 5/6 All Retained: ✗ No Timestamp: 2025-10-14T17:12:57.260893 Facts Analysis FullName ✓ Expected: Sophia Lopez Extracted: Sophia Lopez DoctorName ✓ Expected: Dr. Sarah Green Extracted: Dr. Sarah Green Specialty ✓ Expected: Ophthalmology Extracted: Ophthalmology AppointmentDate ✓ Expected: 2025-10-09 Extracted: 2025-10-09 AppointmentTime ✓ Expected: 4:30 PM Extracted: 4:30 PM ClinicLocation ✗ Expected: Southview Medical Extracted: None Validation Details Similarity Score: 1.000 Polarity Match: ✓ Yes Reference Polarity: neutral Candidate Polarity: neutral Failure Reason: Factual accuracy issues detected Texts 📝 Candidate Text: Sophia, your next medical appointment is with Dr. Sarah Green, Ophthalmology, on October 9, 2025 at 4:30 PM.

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