Record, CLM, bronze and silver
CLM-427455
Received 2026-05-29T23:07:57Z, line 69,178 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 | John·· | John | Changed |
| Middle | — | — | Unchanged |
| Last name | Lawrence | Lawrence | Unchanged |
| Date of birth | 1987-04-27 | 1987-04-27 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-56407-72 | UHC-56407-72 | Unchanged |
| SSN | •••-••-2352 | •••-••-2352 | Unchanged |
| Phone | 485.294.2740 | 4852942740 | Parsed |
| john.lawrence@aol.com | john.lawrence@aol.com | Unchanged | |
| Address | 2298 Harbor Boulevard | 2298 Harbor Blvd | Changed |
| City | MIAMI | Miami | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33157 | 33157 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | medicare-adv-b | MEDICARE-ADV-B | Changed |
- Quality score
- 0.74
- Name key
- john|lawrence
- Address key
- 2298|harbor|33157
- Canonical first
- john
Quality flags
7 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- Plan code upper-casedPlan code upper-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-62129 | 1.00 | Scored | — | Auto-linked |
| ENR-135980 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021949
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: John Lawrence, 1987-04-27, 3 records, Verified
Evidence
Matched against TPA-62129
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallye7b33dd68a2026-10-22 12:43:54, scoring_agentidentity id MBR-021949, confidence 1, method probabilistic, matched record TPA-62129, policy version 1
- Record linked automaticallyde34cf39b22026-10-19 19:54:38, scoring_agentidentity id MBR-021949, confidence 1, method probabilistic, matched record TPA-62129, policy version 1
- Record linked automatically06acb31a892026-10-19 19:52:09, scoring_agentidentity id MBR-021949, confidence 1, method probabilistic, matched record TPA-62129, policy version 1
- Record linked automatically22f83ceebb2026-10-19 19:45:42, scoring_agentidentity id MBR-021949, confidence 1, method probabilistic, matched record TPA-62129, policy version 1
- Record linked automaticallyaf642b37242026-10-19 19:32:31, scoring_agentidentity id MBR-021949, confidence 1, method probabilistic, matched record TPA-62129, policy version 1
- Record linked automatically2a22772d752026-10-19 19:31:28, matching_agentidentity id MBR-005095, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427453