Record, CLM, bronze and silver
CLM-421790
Received 2026-03-31T09:55:40Z, line 47,101 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | MILLS·· | Mills | Changed |
| Date of birth | 12/22/2006 | 2006-12-22 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-24932-16 | UHC-24932-16 | Unchanged |
| SSN | •••-••-6968 | •••-••-6968 | Unchanged |
| Phone | ·UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | 2771 Willow Court | 2771 Willow Ct | Changed |
| City | NASHVILLE | Nashville | Changed |
| State | TN | TN | Unchanged |
| ZIP | 37245 | 37245 | Unchanged |
| Group | GRP-9767 | GRP-9767 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.60
- Name key
- stephen|mills
- Address key
- 2771|willow|37245
- Canonical first
- stephen
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-59568 | 1.00 | Scored | — | Auto-linked |
| CLM-421789 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421791 | 0.97 | Rule | D2 ssn4 + dob + last name | 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 TPA-59568
| 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 automaticallye26897f3b92026-10-22 12:43:54, scoring_agentidentity id MBR-023184, confidence 1, method probabilistic, matched record TPA-59568, policy version 1
- Record linked automatically1759c5fef72026-10-19 19:54:38, scoring_agentidentity id MBR-023184, confidence 1, method probabilistic, matched record TPA-59568, policy version 1
- Record linked automatically570b789de12026-10-19 19:52:09, scoring_agentidentity id MBR-023184, confidence 1, method probabilistic, matched record TPA-59568, policy version 1
- Record linked automatically55a01e9d672026-10-19 19:45:42, scoring_agentidentity id MBR-023184, confidence 1, method probabilistic, matched record TPA-59568, policy version 1
- Record linked automatically3677abbde22026-10-19 19:32:31, scoring_agentidentity id MBR-023184, confidence 1, method probabilistic, matched record TPA-59568, policy version 1
- Record linked automaticallyd17dd0fdf02026-10-19 19:31:28, scoring_agentidentity id MBR-019808, confidence 1, method probabilistic, matched record ENR-128627, policy version 1