Record, PRV, bronze and silver
PRV-27944
Received 2026-10-14T21:13:15Z, line 25,828 of the PRV feed
PRVScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | isabella | Isabella | Changed |
| Middle | — | — | Unchanged |
| Last name | sinngh | Sinngh | Changed |
| Date of birth | 1949-11-14 | 1949-11-14 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC1495140 | UHC-14951-40 | Parsed |
| SSN | •••-••-2505 | •••-••-2505 | Unchanged |
| Phone | (916) 250-9220 | 9162509220 | Parsed |
| ISABELLA.SINGH@ICLOUD.COM | isabella.singh@icloud.com | Changed | |
| Address | 8764 Baseline Road #276 | 8764 Baseline Rd # 276 | Changed |
| City | Columbus | Columbus | Unchanged |
| State | ·OH | OH | Changed |
| ZIP | 43296 | 43296 | Unchanged |
| Group | — | — | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.58
- Name key
- isabella|sinngh
- Address key
- 8764|baseline|43296
- Canonical first
- isabella
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Email lower-casedEmail lower-cased
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-61945 | 0.99 | Scored | — | Auto-linked |
| PRV-27943 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-135487 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-427051 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028304
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Isabella Singh, 1949-11-14, 5 records, Verified
Evidence
Matched against TPA-61945
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically999d66d10f2026-10-19 19:54:38, scoring_agentidentity id MBR-028304, confidence 0.993, method probabilistic, matched record TPA-61945, policy version 1
- Record linked automatically50bfd379422026-10-19 19:52:09, scoring_agentidentity id MBR-028304, confidence 0.993, method probabilistic, matched record TPA-61945, policy version 1
- Record linked automaticallyc01e737a912026-10-19 19:45:42, scoring_agentidentity id MBR-028304, confidence 0.993, method probabilistic, matched record TPA-61945, policy version 1
- Record linked automaticallyeb183332cb2026-10-19 19:32:31, scoring_agentidentity id MBR-028304, confidence 0.993, method probabilistic, matched record TPA-61945, policy version 1
- Record linked automaticallyfcf11390c82026-10-19 19:31:28, scoring_agentidentity id MBR-005389, confidence 0.945, method probabilistic, matched record PRV-27945, policy version 1