Record, CLM, bronze and silver
CLM-428491
Received 2026-03-13T21:18:41Z, line 19,039 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 | RUSSELL | Russell | Changed |
| Middle | X | X | Unchanged |
| Last name | RACHEL | Rachel | Changed |
| Date of birth | 22-04-1991 | 1991-04-22 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-8338 | •••-••-8338 | Unchanged |
| Phone | 851.786.9926 | 8517869926 | Parsed |
| -·· | — | Cleared | |
| Address | — | — | Unchanged |
| City | ···· | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | GRP-5525 | GRP-5525 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.90
- Name key
- russell|rachel
- Address key
- —
- Canonical first
- russell
Quality flags
5 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 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-137369 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-005817
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Rachel Russell, 1991-04-22, 2 records, Verified
Evidence
Matched against ENR-137369
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically90eda3a6412026-10-22 12:43:53, scoring_agentidentity id MBR-005817, confidence 0.985, method probabilistic, matched record ENR-137369, policy version 1
- Record linked automatically308d05e04a2026-10-19 19:54:38, scoring_agentidentity id MBR-005817, confidence 0.985, method probabilistic, matched record ENR-137369, policy version 1
- Record linked automaticallyf2f8c874252026-10-19 19:52:08, scoring_agentidentity id MBR-005817, confidence 0.985, method probabilistic, matched record ENR-137369, policy version 1
- Record linked automatically9c8d493e192026-10-19 19:45:42, scoring_agentidentity id MBR-005817, confidence 0.985, method probabilistic, matched record ENR-137369, policy version 1
- Record linked automaticallyd41449d65c2026-10-19 19:32:31, scoring_agentidentity id MBR-005817, confidence 0.985, method probabilistic, matched record ENR-137369, policy version 1
- Record linked automaticallye1951102f82026-10-19 19:31:28, matching_agentidentity id MBR-012779, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137626