Record, CLM, bronze and silver
CLM-429052
Received 2026-04-26T09:48:01Z, line 15,747 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 | william | William | Changed |
| Middle | ·· | — | Unchanged |
| Last name | hall | Hall | Changed |
| Date of birth | 16-07-1975 | 1975-07-16 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-0270 | •••-••-0270 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| NULL | — | Cleared | |
| Address | 1847 PINE DR | 1847 Pine Dr | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85272 | 85272 | Unchanged |
| Group | GRP-1968·· | GRP-1968 | Changed |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- william|hall
- Address key
- 1847|pine|85272
- Canonical first
- william
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)
- 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-429051 | 1.00 | Scored | — | Auto-linked |
| ENR-138084 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007217
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: William Hall, 1975-07-16, 3 records, Verified
Evidence
Matched against CLM-429051
| 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 automatically450e70a1502026-10-22 12:43:53, scoring_agentidentity id MBR-007217, confidence 1, method probabilistic, matched record CLM-429051, policy version 1
- Record linked automatically5b6e22d9072026-10-19 19:54:38, scoring_agentidentity id MBR-007217, confidence 1, method probabilistic, matched record CLM-429051, policy version 1
- Record linked automaticallybe8bf442102026-10-19 19:52:09, scoring_agentidentity id MBR-007217, confidence 1, method probabilistic, matched record CLM-429051, policy version 1
- Record linked automaticallyd7b00034652026-10-19 19:45:42, scoring_agentidentity id MBR-007217, confidence 1, method probabilistic, matched record CLM-429051, policy version 1
- Record linked automatically7d2483ca152026-10-19 19:32:31, scoring_agentidentity id MBR-007217, confidence 1, method probabilistic, matched record CLM-429051, policy version 1
- Record linked automaticallyebe5672a202026-10-19 19:31:28, scoring_agentidentity id MBR-007269, confidence 1, method probabilistic, matched record CLM-429051, policy version 1