Record, CLM, bronze and silver
CLM-420995
Received 2026-04-25T04:40:58Z, line 73,612 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 | Ruth | Ruth | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Mills | Mills | Unchanged |
| Date of birth | ·2005-05-13 | 2005-05-13 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 863-607-2237 | 8636072237 | Parsed |
| — | — | Unchanged | |
| Address | 6713 MARKET STREET | 6713 Market St | Changed |
| City | TAMPA | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33618 | 33618 | Unchanged |
| Group | GRP-2449 | GRP-2449 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- ruth|mills
- Address key
- 6713|market|33618
- Canonical first
- ruth
Quality flags
6 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
- 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-420994 | 1.00 | Scored | — | Auto-linked |
| ENR-127583 | 1.00 | Scored | — | Auto-linked |
| CLM-420996 | 1.00 | Scored | — | Auto-linked |
| TPA-59235 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012518
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ruth Mills, 2005-05-13, 5 records, Verified
Evidence
Matched against CLM-420996
| 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 automatically03a12304852026-10-22 12:43:54, scoring_agentidentity id MBR-012518, confidence 1, method probabilistic, matched record CLM-420996, policy version 1
- Record linked automaticallyb4a625f6522026-10-19 19:54:38, scoring_agentidentity id MBR-012518, confidence 1, method probabilistic, matched record CLM-420996, policy version 1
- Record linked automatically48c83b38442026-10-19 19:52:09, scoring_agentidentity id MBR-012518, confidence 1, method probabilistic, matched record CLM-420996, policy version 1
- Record linked automaticallybd7e897cc52026-10-19 19:45:42, scoring_agentidentity id MBR-012518, confidence 1, method probabilistic, matched record CLM-420996, policy version 1
- Record linked automaticallyf43a74f5722026-10-19 19:32:31, scoring_agentidentity id MBR-012518, confidence 1, method probabilistic, matched record CLM-420996, policy version 1
- Record linked automaticallyfb817523e02026-10-19 19:31:28, matching_agentidentity id MBR-014340, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127542