Record, CLM, bronze and silver
CLM-404257
Received 2026-08-02T14:38:31Z, line 66,497 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 | BOBBY | Bobby | Changed |
| Middle | — | — | Unchanged |
| Last name | CLARK | Clark | Changed |
| Date of birth | Dec 8, 1979 | 1979-12-08 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | - | — | Cleared |
| Phone | (857) 896-8846 | 8578968846 | Parsed |
| — | — | Unchanged | |
| Address | 3170 Indian School Road | 3170 Indian School Rd | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | 85245 | 85245 | Unchanged |
| Group | GRP-2462 | GRP-2462 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.74
- Name key
- robert|clark
- Address key
- 3170|indian school|85245
- Canonical first
- robert
Quality flags
7 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)
- 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
- 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-105597 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009082
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Bobby Clark, 1979-12-08, 2 records, Verified
Evidence
Matched against ENR-105597
| 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 automatically06c8c6e4f02026-10-22 12:43:54, scoring_agentidentity id MBR-009082, confidence 1, method probabilistic, matched record ENR-105597, policy version 1
- Record linked automaticallyd0055800bf2026-10-19 19:54:38, scoring_agentidentity id MBR-009082, confidence 1, method probabilistic, matched record ENR-105597, policy version 1
- Record linked automatically144a5df7c52026-10-19 19:52:09, scoring_agentidentity id MBR-009082, confidence 1, method probabilistic, matched record ENR-105597, policy version 1
- Record linked automatically5488a7cb412026-10-19 19:45:42, scoring_agentidentity id MBR-009082, confidence 1, method probabilistic, matched record ENR-105597, policy version 1
- Record linked automatically547e7127bb2026-10-19 19:32:31, scoring_agentidentity id MBR-009082, confidence 1, method probabilistic, matched record ENR-105597, policy version 1
- Record linked automatically3a909d122c2026-10-19 19:31:28, matching_agentidentity id MBR-007521, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105566