Record, CLM, bronze and silver
CLM-417686
Received 2026-07-15T00:03:07Z, line 94,244 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 | JACK | Jack | Changed |
| Middle | F | F | Unchanged |
| Last name | LAWSON | Lawson | Changed |
| Date of birth | 1992-03-07 | 1992-03-07 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | null | — | Cleared |
| Phone | 12059405754 | 2059405754 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 5849 Cedar Ln | 5849 Cedar Ln | Unchanged |
| City | Columbus | Columbus | Unchanged |
| State | OH | OH | Unchanged |
| ZIP | ·43207 | 43207 | Changed |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.92
- Name key
- john|lawson
- Address key
- 5849|cedar|43207
- Canonical first
- john
Quality flags
4 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
- 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-123300 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-038445
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jack Lawson, 1992-03-07, 2 records, Verified
Evidence
Matched against ENR-123300
| 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
6 hash-chained entries for this record
- Record linked automaticallyef4ba7bc482026-10-22 12:43:55, scoring_agentidentity id MBR-038445, confidence 1, method probabilistic, matched record ENR-123300, policy version 1
- Record linked automatically91a15fc2ba2026-10-19 19:54:39, scoring_agentidentity id MBR-038445, confidence 1, method probabilistic, matched record ENR-123300, policy version 1
- Record linked automatically975d2ee3582026-10-19 19:52:09, scoring_agentidentity id MBR-038445, confidence 1, method probabilistic, matched record ENR-123300, policy version 1
- Record linked automatically0305d779072026-10-19 19:45:42, scoring_agentidentity id MBR-038445, confidence 1, method probabilistic, matched record ENR-123300, policy version 1
- Record linked automatically166e6587322026-10-19 19:32:31, scoring_agentidentity id MBR-038445, confidence 1, method probabilistic, matched record ENR-123300, policy version 1
- Record linked automatically6328994ed02026-10-19 19:31:28, matching_agentidentity id MBR-010671, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-57729