Record, CLM, bronze and silver
CLM-421126
Received 2026-05-31T08:23:12Z, line 42,220 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Frnces | Frnces | Unchanged |
| Middle | P. | P | Changed |
| Last name | Ruiz | Ruiz | Unchanged |
| Date of birth | ·05/28/49 | 1949-05-28 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | uhc-20383-93·· | UHC-20383-93 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | 440-666-3884 | 4406663884 | Parsed |
| null | — | Cleared | |
| Address | 4560 Cedar Lane | 4560 Cedar Ln | Changed |
| City | MESA | Mesa | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85215 | 85215 | Unchanged |
| Group | GRP-6249 | GRP-6249 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.60
- Name key
- frnces|ruiz
- Address key
- 4560|cedar|85215
- Canonical first
- frnces
Quality flags
8 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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 |
|---|---|---|---|---|
| CLM-421127 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421128 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028973
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Frances Ruiz, 1949-05-28, 3 records, Verified
Evidence
Matched against CLM-421128
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd972f5b2172026-10-22 12:43:54, matching_agentidentity id MBR-028973, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421128
- Record linked automatically6e8fd3b51b2026-10-19 19:54:38, matching_agentidentity id MBR-028973, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421128
- Record linked automatically9ea828be0a2026-10-19 19:52:09, matching_agentidentity id MBR-028973, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421128
- Record linked automatically87629d74c72026-10-19 19:45:42, matching_agentidentity id MBR-028973, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421128
- Record linked automatically84c9c3767b2026-10-19 19:32:31, matching_agentidentity id MBR-028973, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421128
- Record linked automatically5f2ffa520c2026-10-19 19:31:28, scoring_agentidentity id MBR-026144, confidence 0.937, method probabilistic, matched record PRV-26198, policy version 1