Record, CLM, bronze and silver
CLM-422229
Received 2026-07-22T02:22:13Z, line 91,686 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 | gerald | Gerald | Changed |
| Middle | — | — | Unchanged |
| Last name | hcks | Hcks | Changed |
| Date of birth | 1938-04-05 | 1938-04-05 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | null | — | Cleared |
| Phone | ·470.935.9908 | 4709359908 | Parsed |
| — | — | Unchanged | |
| Address | 8131 MAIN ST | 8131 Main St | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | 28238-2783 | 28238 | Changed |
| Group | GRP-2324 | GRP-2324 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.62
- Name key
- gerald|hcks
- Address key
- 8131|main|28238
- Canonical first
- gerald
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-129146 | 0.99 | Scored | — | Auto-linked |
| CLM-422228 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-017162
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Gerald Hicks, 1938-04-05, 3 records, Verified
Evidence
Matched against ENR-129146
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf1c8a27df52026-10-22 12:43:54, scoring_agentidentity id MBR-017162, confidence 0.989, method probabilistic, matched record ENR-129146, policy version 1
- Record linked automatically46085e4b1d2026-10-19 19:54:38, scoring_agentidentity id MBR-017162, confidence 0.989, method probabilistic, matched record ENR-129146, policy version 1
- Record linked automatically6da62d677c2026-10-19 19:52:09, scoring_agentidentity id MBR-017162, confidence 0.989, method probabilistic, matched record ENR-129146, policy version 1
- Record linked automatically9445af51492026-10-19 19:45:42, scoring_agentidentity id MBR-017162, confidence 0.989, method probabilistic, matched record ENR-129146, policy version 1
- Record linked automaticallybfc08e4cb32026-10-19 19:32:31, scoring_agentidentity id MBR-017162, confidence 0.989, method probabilistic, matched record ENR-129146, policy version 1
- Record linked automatically93e34ba4c82026-10-19 19:31:28, matching_agentidentity id MBR-018399, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-129209