Record, CLM, bronze and silver
CLM-412093
Received 2026-02-09T17:50:15Z , line 2,449 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 | miller | Miller | Changed |
| Middle | — | — | Unchanged |
| Last name | billy·· | Billy | Changed |
| Date of birth | 28-04-1959 | 1959-04-28 | Parsed |
| Gender | UNKNOWN | — | Cleared |
| Member ID | - | — | Cleared |
| SSN | •••-••-0985 | •••-••-0985 | Parsed |
| Phone | NULL | — | Cleared |
| null | — | Cleared | |
| Address | 3528 Baseline Road | 3528 Baseline Rd | Changed |
| City | ·Scottsdale | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85202 | 85202 | Unchanged |
| Group | GRP-4533 | GRP-4533 | Unchanged |
| Plan | ·MEDICARE-ADV-A | MEDICARE-ADV-A | Changed |
- Quality score
- 0.76
- Name key
- miller|billy
- Address key
- 3528|baseline|85202
- Canonical first
- miller
Quality flags
6 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
- 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 |
|---|---|---|---|---|
| ENR-115932 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011765
- Method
- Scored
- Confidence
- 0.91
- Rule
- weighted score, no rule
Golden record: Billy Miller, 1959-04-28, 3 records, Verified
Evidence
Matched against ENR-115932
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.68 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallya3d5d751e62026-10-19 19:54:38, scoring_agentidentity id MBR-011765, confidence 0.908, method probabilistic, matched record ENR-115932, policy version 1
- Record linked automatically2f43918b692026-10-19 19:52:09, scoring_agentidentity id MBR-011765, confidence 0.908, method probabilistic, matched record ENR-115932, policy version 1
- Record linked automatically69dcb9928e2026-10-19 19:45:42, scoring_agentidentity id MBR-011765, confidence 0.908, method probabilistic, matched record ENR-115932, policy version 1
- Record linked automatically6bd4b355152026-10-19 19:32:31, scoring_agentidentity id MBR-011765, confidence 0.908, method probabilistic, matched record ENR-115932, policy version 1
- Record linked automatically2ea19c27c82026-10-19 19:31:28, scoring_agentidentity id MBR-030518, confidence 1, method probabilistic, matched record CLM-412094, policy version 1