Record, CLM, bronze and silver
CLM-414633
Received 2026-09-19T21:45:19Z, line 37,834 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 | Kelly | Kelly | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Kim | Kim | Unchanged |
| Date of birth | 09/20/57 | 1957-09-20 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | - | — | Cleared |
| Phone | +1 942 756 6630 | 9427566630 | Parsed |
| — | — | Unchanged | |
| Address | 7517 Main Street | 7517 Main St | Changed |
| City | SEATTLE | Seattle | Changed |
| State | WA | WA | Unchanged |
| ZIP | 98168·· | 98168 | Changed |
| Group | GRP-0887 | GRP-0887 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.48
- Name key
- kelly|kim
- Address key
- 7517|main|98168
- Canonical first
- kelly
Quality flags
8 raised during normalisation
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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 |
|---|---|---|---|---|
| ENR-119269 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-044573
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kelly Kim, 1957-09-20, 2 records, Verified
Evidence
Matched against ENR-119269
| 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
5 hash-chained entries for this record
- Record linked automatically324e81cde32026-10-19 19:54:39, scoring_agentidentity id MBR-044573, confidence 1, method probabilistic, matched record ENR-119269, policy version 1
- Record linked automaticallyb01f2497462026-10-19 19:52:09, scoring_agentidentity id MBR-044573, confidence 1, method probabilistic, matched record ENR-119269, policy version 1
- Record linked automaticallya48a37c1572026-10-19 19:45:42, scoring_agentidentity id MBR-044573, confidence 1, method probabilistic, matched record ENR-119269, policy version 1
- Record linked automaticallye378330e2c2026-10-19 19:32:31, scoring_agentidentity id MBR-044573, confidence 1, method probabilistic, matched record ENR-119269, policy version 1
- Record linked automaticallye7215e6ab92026-10-19 19:31:28, matching_agentidentity id MBR-004251, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119180