Record, CLM, bronze and silver
CLM-421818
Received 2026-09-11T02:25:12Z, line 48,246 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 | LARRY | Larry | Changed |
| Middle | C. | C | Changed |
| Last name | MORALES | Morales | Changed |
| Date of birth | 6/9/1941 | 1941-06-09 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 4619166 | — | Cleared |
| — | — | Unchanged | |
| Address | 3047 Main St | 3047 Main St | Unchanged |
| City | Nashville·· | Nashville | Changed |
| State | TN | TN | Unchanged |
| ZIP | 37222 | 37222 | Unchanged |
| Group | GRP-7830 | GRP-7830 | Unchanged |
| Plan | core-hmo | CORE-HMO | Changed |
- Quality score
- 0.76
- Name key
- larry|morales
- Address key
- 3047|main|37222
- Canonical first
- larry
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone missing area codePhone had only seven digits (no area code); cleared
- Plan code upper-casedPlan code upper-cased
- 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 |
|---|---|---|---|---|
| TPA-59583 | 1.00 | Scored | — | Auto-linked |
| TPA-59584 | 1.00 | Scored | — | Auto-linked |
| ENR-128548 | 1.00 | Scored | — | Auto-linked |
| CLM-421819 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-036473
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Larry Morales, 1941-06-09, 5 records, Verified
Evidence
Matched against TPA-59583
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc5fa2367562026-10-19 19:54:39, scoring_agentidentity id MBR-036473, confidence 1, method probabilistic, matched record TPA-59583, policy version 1
- Record linked automatically07b3c01e042026-10-19 19:52:09, scoring_agentidentity id MBR-036473, confidence 1, method probabilistic, matched record TPA-59583, policy version 1
- Record linked automaticallye85dddc5472026-10-19 19:45:42, scoring_agentidentity id MBR-036473, confidence 1, method probabilistic, matched record TPA-59583, policy version 1
- Record linked automatically75e3b8ad912026-10-19 19:32:31, scoring_agentidentity id MBR-036473, confidence 1, method probabilistic, matched record TPA-59583, policy version 1
- Record linked automatically43f726ef6c2026-10-19 19:31:28, scoring_agentidentity id MBR-020379, confidence 1, method probabilistic, matched record TPA-59536, policy version 1