Record, CLM, bronze and silver
CLM-421789
Received 2026-10-05T12:07:06Z, line 72,996 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 | Stephen | Stephen | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Mills | Mills | Unchanged |
| Date of birth | 20061222 | 2006-12-22 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-24932-16 | UHC-24932-16 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 658.878.2049 | 6588782049 | Parsed |
| NULL | — | Cleared | |
| Address | 2771 Willow Court | 2771 Willow Ct | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37245 | 37245 | Unchanged |
| Group | GRP-9767 | GRP-9767 | Unchanged |
| Plan | navigate-hmo | NAVIGATE-HMO | Changed |
- Quality score
- 0.76
- Name key
- stephen|mills
- Address key
- 2771|willow|37245
- Canonical first
- stephen
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- Plan code upper-casedPlan code upper-cased
- 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-421791 | 1.00 | Scored | — | Auto-linked |
| TPA-59568 | 1.00 | Scored | — | Auto-linked |
| CLM-421790 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023184
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Stephen Mills, 2006-12-22, 4 records, Verified
Evidence
Matched against CLM-421791
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| 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 automatically330bdf00fb2026-10-22 12:43:54, scoring_agentidentity id MBR-023184, confidence 1, method probabilistic, matched record CLM-421791, policy version 1
- Record linked automaticallyd5b3ea63352026-10-19 19:54:38, scoring_agentidentity id MBR-023184, confidence 1, method probabilistic, matched record CLM-421791, policy version 1
- Record linked automatically056ed041e52026-10-19 19:52:09, scoring_agentidentity id MBR-023184, confidence 1, method probabilistic, matched record CLM-421791, policy version 1
- Record linked automaticallyc68c06e1102026-10-19 19:45:42, scoring_agentidentity id MBR-023184, confidence 1, method probabilistic, matched record CLM-421791, policy version 1
- Record linked automaticallye527b4daec2026-10-19 19:32:31, scoring_agentidentity id MBR-023184, confidence 1, method probabilistic, matched record CLM-421791, policy version 1
- Record linked automatically7f14d15c282026-10-19 19:31:28, matching_agentidentity id MBR-009444, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128626