Record, CLM, bronze and silver
CLM-424116
Received 2026-07-22T00:37:05Z , line 29,986 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 | frank | Frank | Changed |
| Middle | — | — | Unchanged |
| Last name | lawrence | Lawrence | Changed |
| Date of birth | 06/14/92 | 1992-06-14 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | •••-••-5200 | •••-••-5200 | Unchanged |
| Phone | 234-412-2544 | 2344122544 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 4496 River Road | 4496 River Rd | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85735 | 85735 | Unchanged |
| Group | GRP-4511·· | GRP-4511 | Changed |
| Plan | CORE-HMO·· | CORE-HMO | Changed |
- Quality score
- 0.64
- Name key
- frank|lawrence
- Address key
- 4496|river|85735
- Canonical first
- frank
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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
- 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-424117 | 1.00 | Scored | — | Auto-linked |
| ENR-131519 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-008217
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frank Lawrence, 1992-06-14, 3 records, Verified
Evidence
Matched against CLM-424117
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya63ce24ff42026-10-22 12:43:54, scoring_agentidentity id MBR-008217, confidence 1, method probabilistic, matched record CLM-424117, policy version 1
- Record linked automaticallya0421474aa2026-10-19 19:54:38, scoring_agentidentity id MBR-008217, confidence 1, method probabilistic, matched record CLM-424117, policy version 1
- Record linked automatically88b2949b582026-10-19 19:52:09, scoring_agentidentity id MBR-008217, confidence 1, method probabilistic, matched record CLM-424117, policy version 1
- Record linked automatically02a6295a232026-10-19 19:45:42, scoring_agentidentity id MBR-008217, confidence 1, method probabilistic, matched record CLM-424117, policy version 1
- Record linked automatically5e0902d3172026-10-19 19:32:31, scoring_agentidentity id MBR-008217, confidence 1, method probabilistic, matched record CLM-424117, policy version 1
- Record linked automatically8e27d479822026-10-19 19:31:28, scoring_agentidentity id MBR-023510, confidence 0.925, method probabilistic, matched record ENR-131721, policy version 1