Record, CLM, bronze and silver
CLM-401595
Received 2026-02-23T16:17:26Z, line 1,805 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 | Melissa | Melissa | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Willis | Willis | Unchanged |
| Date of birth | 06/04/1939 | 1939-06-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | (496) 958-1419 | 4969581419 | Parsed |
| NULL | — | Cleared | |
| Address | 8088 LINCOLN WAY | 8088 Lincoln Way | Changed |
| City | CHANDLER | Chandler | Changed |
| State | Arizona·· | AZ | Changed |
| ZIP | 85298 | 85298 | Unchanged |
| Group | GRP-7545 | GRP-7545 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.60
- Name key
- melissa|willis
- Address key
- 8088|lincoln|85298
- Canonical first
- melissa
Quality flags
8 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
- 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-102091 | 0.99 | Scored | — | Auto-linked |
| TPA-50699 | 0.94 | Scored | — | Auto-linked |
| CLM-401596 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006495
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Melissa Willis, 1939-06-04, 4 records, Verified
Evidence
Matched against ENR-102091
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically40968a62a82026-10-19 19:54:38, scoring_agentidentity id MBR-006495, confidence 0.993, method probabilistic, matched record ENR-102091, policy version 1
- Record linked automatically1df09f82d02026-10-19 19:52:09, scoring_agentidentity id MBR-006495, confidence 0.993, method probabilistic, matched record ENR-102091, policy version 1
- Record linked automatically253b09627a2026-10-19 19:45:42, scoring_agentidentity id MBR-006495, confidence 0.993, method probabilistic, matched record ENR-102091, policy version 1
- Record linked automaticallyd900cbc5ca2026-10-19 19:32:31, scoring_agentidentity id MBR-006495, confidence 0.993, method probabilistic, matched record ENR-102091, policy version 1
- Record linked automaticallybd7743eca12026-10-19 19:31:28, scoring_agentidentity id MBR-017756, confidence 1, method probabilistic, matched record CLM-401594, policy version 1