Record, CLM, bronze and silver
CLM-428430
Received 2026-05-02T18:31:49Z, line 52,679 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 | JOHN | John | Changed |
| Middle | — | — | Unchanged |
| Last name | LEWIS | Lewis | Changed |
| Date of birth | 11-04-1949·· | 1949-04-11 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | 6206762 | — | Cleared |
| — | — | Unchanged | |
| Address | 2158 Sunset Boulevard | 2158 Sunset Blvd | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV | NV | Unchanged |
| ZIP | 89121 | 89121 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.48
- Name key
- john|lewis
- Address key
- 2158|sunset|89121
- Canonical first
- john
Quality flags
8 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
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-137291 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028824
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: John Lewis, 1949-04-11, 2 records, Verified
Evidence
Matched against ENR-137291
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically0e94cfc4e92026-10-19 19:54:38, scoring_agentidentity id MBR-028824, confidence 0.925, method probabilistic, matched record ENR-137291, policy version 1
- Record linked automatically76b7ae7a0e2026-10-19 19:52:09, scoring_agentidentity id MBR-028824, confidence 0.925, method probabilistic, matched record ENR-137291, policy version 1
- Record linked automatically2731ab7f402026-10-19 19:45:42, scoring_agentidentity id MBR-028824, confidence 0.925, method probabilistic, matched record ENR-137291, policy version 1
- Record linked automatically60f75a38612026-10-19 19:32:31, scoring_agentidentity id MBR-028824, confidence 0.925, method probabilistic, matched record ENR-137291, policy version 1
- Record linked automaticallyae7770e3cf2026-10-19 19:31:28, matching_agentidentity id MBR-034943, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137541