Record, CLM, bronze and silver
CLM-401433
Received 2026-08-09T19:02:46Z, line 12,365 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | SOPHIA | Sophia | Changed |
| Middle | — | — | Unchanged |
| Last name | PIERCE | Pierce | Changed |
| Date of birth | 1973-09-32 | — | Cleared |
| Gender | Male | M | Parsed |
| Member ID | ·UHC-04501-42 | UHC-04501-42 | Parsed |
| SSN | •••-••-6216 | •••-••-6216 | Parsed |
| Phone | 14766693777 | 4766693777 | Parsed |
| sophia.pierce@outlook.com | sophia.pierce@outlook.com | Unchanged | |
| Address | 6744 DESERT SKY BLVD | 6744 Desert Sky Blvd | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85382 | 85382 | Unchanged |
| Group | null | — | Cleared |
| Plan | SELECT-EPO·· | SELECT-EPO | Changed |
- Quality score
- 0.34
- Name key
- sophia|pierce
- Address key
- 6744|desert sky|85382
- Canonical first
- sophia
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-50620 | 1.00 | Scored | — | Auto-linked |
| ENR-101844 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-401431 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-401432 | 0.96 | Rule | D3 member id + name | Auto-linked |
| ENR-101843 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018120
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sophia Pierce, 1973-09-23, 6 records, Verified
Evidence
Matched against TPA-50620
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallybe5779a2632026-10-19 19:54:38, scoring_agentidentity id MBR-018120, confidence 1, method probabilistic, matched record TPA-50620, policy version 1
- Record linked automaticallyc18566750b2026-10-19 19:52:09, scoring_agentidentity id MBR-018120, confidence 1, method probabilistic, matched record TPA-50620, policy version 1
- Record linked automatically6d1989f01e2026-10-19 19:45:42, scoring_agentidentity id MBR-018120, confidence 1, method probabilistic, matched record TPA-50620, policy version 1
- Record linked automaticallyd8c28a12712026-10-19 19:32:31, scoring_agentidentity id MBR-018120, confidence 1, method probabilistic, matched record TPA-50620, policy version 1
- Record linked automatically1e243632da2026-10-19 19:31:28, matching_agentidentity id MBR-009811, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-101934