Record, CLM, bronze and silver
CLM-428468
Received 2026-08-20T03:20:31Z, line 94,799 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 | LIUS·· | Lius | Changed |
| Middle | — | — | Unchanged |
| Last name | GARDNER | Gardner | Changed |
| Date of birth | 1497-01-15 | — | Cleared |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 416-787-1096 | 4167871096 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 5541 Canyon Rd | 5541 Canyon Rd | Unchanged |
| City | JACKSONVILLE | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32263 | 32263 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- lius|gardner
- Address key
- 5541|canyon|32263
- Canonical first
- lius
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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-137344 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010378
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Luis Gardner, 2 records, Verified
Evidence
Matched against ENR-137344
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically393b886ffa2026-10-22 12:43:54, scoring_agentidentity id MBR-010378, confidence 0.986, method probabilistic, matched record ENR-137344, policy version 1
- Record linked automatically3e7b08d6a52026-10-19 19:54:38, scoring_agentidentity id MBR-010378, confidence 0.986, method probabilistic, matched record ENR-137344, policy version 1
- Record linked automatically76d4b62f672026-10-19 19:52:09, scoring_agentidentity id MBR-010378, confidence 0.986, method probabilistic, matched record ENR-137344, policy version 1
- Record linked automaticallyf967ea90ca2026-10-19 19:45:42, scoring_agentidentity id MBR-010378, confidence 0.986, method probabilistic, matched record ENR-137344, policy version 1
- Record linked automatically3d39437e292026-10-19 19:32:31, scoring_agentidentity id MBR-010378, confidence 0.986, method probabilistic, matched record ENR-137344, policy version 1
- Record linked automaticallyc9299a41602026-10-19 19:31:28, matching_agentidentity id MBR-011407, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428467