Record, CLM, bronze and silver
CLM-401431
Received 2026-05-09T23:11:07Z, line 11,955 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 | Pierce, Sophia | Sophia | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Pierce | Changed |
| Date of birth | 1973-09-23 | 1973-09-23 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC0450142 | UHC-04501-42 | Parsed |
| SSN | UNKNOWN | — | Cleared |
| Phone | 476-669-3777·· | 4766693777 | Parsed |
| - | — | Cleared | |
| Address | 6744 DESERT SKY BLVD | 6744 Desert Sky Blvd | Changed |
| City | GLENDALE | Glendale | Changed |
| State | AZ·· | AZ | Changed |
| ZIP | 85382 | 85382 | Unchanged |
| Group | — | — | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.60
- Name key
- sophia|pierce
- Address key
- 6744|desert sky|85382
- Canonical first
- sophia
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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
- City re-casedCity re-cased to Title Case
- 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 |
| CLM-401432 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-101843 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-101844 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401433 | 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 | |
| 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 automatically61be30e7fa2026-10-19 19:54:38, scoring_agentidentity id MBR-018120, confidence 1, method probabilistic, matched record TPA-50620, policy version 1
- Record linked automaticallyb161e18a602026-10-19 19:52:09, scoring_agentidentity id MBR-018120, confidence 1, method probabilistic, matched record TPA-50620, policy version 1
- Record linked automatically4c1616654a2026-10-19 19:45:42, scoring_agentidentity id MBR-018120, confidence 1, method probabilistic, matched record TPA-50620, policy version 1
- Record linked automatically42ffa850cb2026-10-19 19:32:31, scoring_agentidentity id MBR-018120, confidence 1, method probabilistic, matched record TPA-50620, policy version 1
- Record linked automatically9f38dba1812026-10-19 19:31:28, matching_agentidentity id MBR-030400, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-101932