Record, CLM, bronze and silver
CLM-409376
Received 2026-10-01T06:41:38Z, line 49,288 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | LORI | Lori | Changed |
| Middle | — | — | Unchanged |
| Last name | GRAHAM | Graham | Changed |
| Date of birth | 02-06-1968 | 1968-06-02 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-89319-70 | UHC-89319-70 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 4806 PALM DR | 4806 Palm Dr | Changed |
| City | ·Jacksonville | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-3991 | GRP-3991 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- lori|graham
- Address key
- 4806|palm|jacksonville
- Canonical first
- lori
Quality flags
7 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)
- 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 missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| CLM-409377 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-112346 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-54066 | 0.90 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033542
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lori Graham, 1968-06-02, 4 records, Verified
Evidence
Matched against CLM-409377
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automaticallydee5ad48632026-10-22 12:43:55, matching_agentidentity id MBR-033542, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409377
- Record linked automatically295310e2d52026-10-19 19:54:38, matching_agentidentity id MBR-033542, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409377
- Record linked automatically9625b5e52d2026-10-19 19:52:09, matching_agentidentity id MBR-033542, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409377
- Record linked automatically2cf3c8983d2026-10-19 19:45:42, matching_agentidentity id MBR-033542, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409377
- Record linked automatically5bc74dd1dc2026-10-19 19:32:31, matching_agentidentity id MBR-033542, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409377
- Record linked automatically7016ade7fe2026-10-19 19:31:28, scoring_agentidentity id MBR-004781, confidence 1, method probabilistic, matched record ENR-112374, policy version 1