Record, CLM, bronze and silver
CLM-411586
Received 2026-10-09T09:48:37Z, line 28,060 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 | Laura | Laura | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ramirez | Ramirez | Unchanged |
| Date of birth | 09-01-1953 | 1953-01-09 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | UHC-52343-50 | UHC-52343-50 | Unchanged |
| SSN | •••-••-3508 | •••-••-3508 | Unchanged |
| Phone | null | — | Cleared |
| - | — | Cleared | |
| Address | 2889 PINE DR | 2889 Pine Dr | Changed |
| City | Miami | Miami | Unchanged |
| State | ·FL | FL | Changed |
| ZIP | 33194 | 33194 | Unchanged |
| Group | GRP-6339 | GRP-6339 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.78
- Name key
- laura|ramirez
- Address key
- 2889|pine|33194
- Canonical first
- laura
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-55118 | 1.00 | Scored | — | Auto-linked |
| ENR-115252 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-036841
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Laura Ramirez, 1953-01-09, 3 records, Verified
Evidence
Matched against TPA-55118
| 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 automaticallya2ab80fccb2026-10-22 12:43:55, scoring_agentidentity id MBR-036841, confidence 1, method probabilistic, matched record TPA-55118, policy version 1
- Record linked automatically9078c3061a2026-10-19 19:54:39, scoring_agentidentity id MBR-036841, confidence 1, method probabilistic, matched record TPA-55118, policy version 1
- Record linked automaticallyaf8b699c442026-10-19 19:52:09, scoring_agentidentity id MBR-036841, confidence 1, method probabilistic, matched record TPA-55118, policy version 1
- Record linked automatically4e73bdf9012026-10-19 19:45:42, scoring_agentidentity id MBR-036841, confidence 1, method probabilistic, matched record TPA-55118, policy version 1
- Record linked automaticallyf7d46746e72026-10-19 19:32:31, scoring_agentidentity id MBR-036841, confidence 1, method probabilistic, matched record TPA-55118, policy version 1
- Record linked automatically572ee50f942026-10-19 19:31:28, matching_agentidentity id MBR-007775, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-115389