Record, CLM, bronze and silver
CLM-418035
Received 2026-10-05T18:44:09Z, line 28,718 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 | Williams, William | William | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Williams | Changed |
| Date of birth | 19-12-1953 | 1953-12-19 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4492 | •••-••-4492 | Unchanged |
| Phone | NULL | — | Cleared |
| - | — | Cleared | |
| Address | 6941 ELM STREET | 6941 Elm St | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85239 | 85239 | Unchanged |
| Group | GRP-2535 | GRP-2535 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.66
- Name key
- william|williams
- Address key
- 6941|elm|85239
- Canonical first
- william
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-418034 | 1.00 | Scored | — | Auto-linked |
| ENR-123722 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012226
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: William Williams, 1953-12-19, 3 records, Verified
Evidence
Matched against CLM-418034
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyc376e11aff2026-10-22 12:43:54, scoring_agentidentity id MBR-012226, confidence 1, method probabilistic, matched record CLM-418034, policy version 1
- Record linked automatically5d0fa1942d2026-10-19 19:54:38, scoring_agentidentity id MBR-012226, confidence 1, method probabilistic, matched record CLM-418034, policy version 1
- Record linked automatically4304fcf04a2026-10-19 19:52:09, scoring_agentidentity id MBR-012226, confidence 1, method probabilistic, matched record CLM-418034, policy version 1
- Record linked automaticallyfe9d191c062026-10-19 19:45:42, scoring_agentidentity id MBR-012226, confidence 1, method probabilistic, matched record CLM-418034, policy version 1
- Record linked automatically029d6780032026-10-19 19:32:31, scoring_agentidentity id MBR-012226, confidence 1, method probabilistic, matched record CLM-418034, policy version 1
- Record linked automatically86355f70f82026-10-19 19:31:28, scoring_agentidentity id MBR-039981, confidence 1, method probabilistic, matched record TPA-57881, policy version 1