Record, CLM, bronze and silver
CLM-417773
Received 2026-07-06T15:44:21Z, line 55,683 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 | ·Gardner, Kathleen | Kathleen | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Gardner | Changed |
| Date of birth | 05-09-1997 | 1997-09-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | null | — | Cleared |
| Phone | (430) 795-7627·· | 4307957627 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 3869 JEFFERSON AVE | 3869 Jefferson Ave | Changed |
| City | CHANDLER | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85227 | 85227 | Unchanged |
| Group | GRP-9234 | GRP-9234 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.60
- Name key
- kathleen|gardner
- Address key
- 3869|jefferson|85227
- Canonical first
- kathleen
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- City re-casedCity re-cased to Title Case
- 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-123385 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-037505
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kathleen Gardner, 1997-09-05, 2 records, Verified
Evidence
Matched against ENR-123385
| 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 automaticallyd6bf3942e92026-10-22 12:43:55, scoring_agentidentity id MBR-037505, confidence 1, method probabilistic, matched record ENR-123385, policy version 1
- Record linked automatically7817913bc82026-10-19 19:54:39, scoring_agentidentity id MBR-037505, confidence 1, method probabilistic, matched record ENR-123385, policy version 1
- Record linked automatically6fd7b667ba2026-10-19 19:52:09, scoring_agentidentity id MBR-037505, confidence 1, method probabilistic, matched record ENR-123385, policy version 1
- Record linked automaticallyafeb8158592026-10-19 19:45:42, scoring_agentidentity id MBR-037505, confidence 1, method probabilistic, matched record ENR-123385, policy version 1
- Record linked automaticallyb63d7db4a62026-10-19 19:32:31, scoring_agentidentity id MBR-037505, confidence 1, method probabilistic, matched record ENR-123385, policy version 1