Record, CLM, bronze and silver
CLM-408576
Received 2026-05-04T02:32:56Z, line 66,499 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 | Marilyn | Marilyn | Unchanged |
| Middle | H | H | Unchanged |
| Last name | Nichols | Nichols | Unchanged |
| Date of birth | 19440306 | 1944-03-06 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | (210) 993-2813·· | 2109932813 | Parsed |
| — | — | Unchanged | |
| Address | 5511 Baseline Rd | 5511 Baseline Rd | Unchanged |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | UNKNOWN | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.78
- Name key
- marilyn|nichols
- Address key
- 5511|baseline|nashville
- Canonical first
- marilyn
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| ENR-111312 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-029024
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Marilyn Nichols, 1944-03-06, 2 records, Verified
Evidence
Matched against ENR-111312
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically2b96aa38772026-10-22 12:43:54, scoring_agentidentity id MBR-029024, confidence 0.937, method probabilistic, matched record ENR-111312, policy version 1
- Record linked automatically03f9b5074d2026-10-19 19:54:38, scoring_agentidentity id MBR-029024, confidence 0.937, method probabilistic, matched record ENR-111312, policy version 1
- Record linked automatically9c8eb08e3f2026-10-19 19:52:09, scoring_agentidentity id MBR-029024, confidence 0.937, method probabilistic, matched record ENR-111312, policy version 1
- Record linked automaticallye584e8748f2026-10-19 19:45:42, scoring_agentidentity id MBR-029024, confidence 0.937, method probabilistic, matched record ENR-111312, policy version 1
- Record linked automatically4622645a072026-10-19 19:32:31, scoring_agentidentity id MBR-029024, confidence 0.937, method probabilistic, matched record ENR-111312, policy version 1
- Record linked automaticallyf1a53cd7e22026-10-19 19:31:28, scoring_agentidentity id MBR-029281, confidence 1, method probabilistic, matched record TPA-53786, policy version 1