Record, CLM, bronze and silver
CLM-414150
Received 2026-09-27T03:34:01Z, line 41,533 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 | RALPH | Ralph | Changed |
| Middle | — | — | Unchanged |
| Last name | COLE | Cole | Changed |
| Date of birth | 06/11/1964 | 1964-06-11 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | ·· | — | Unchanged |
| NULL | — | Cleared | |
| Address | 9782 Valley View Drive | 9782 Valley View Dr | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ·85778-1810 | 85778 | Changed |
| Group | ·GRP-0713 | GRP-0713 | Changed |
| Plan | N/A·· | — | Cleared |
- Quality score
- 0.62
- Name key
- ralph|cole
- Address key
- 9782|valley view|85778
- Canonical first
- ralph
Quality flags
7 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| CLM-414151 | 1.00 | Scored | — | Auto-linked |
| TPA-56240 | 1.00 | Scored | — | Auto-linked |
| CLM-414152 | 1.00 | Scored | — | Auto-linked |
| ENR-118551 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017110
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ralph Cole, 1964-06-11, 5 records, Verified
Evidence
Matched against CLM-414151
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically94f1dca4572026-10-19 19:54:38, scoring_agentidentity id MBR-017110, confidence 1, method probabilistic, matched record CLM-414151, policy version 1
- Record linked automaticallyfa386e15d82026-10-19 19:52:09, scoring_agentidentity id MBR-017110, confidence 1, method probabilistic, matched record CLM-414151, policy version 1
- Record linked automatically2a8ae742082026-10-19 19:45:42, scoring_agentidentity id MBR-017110, confidence 1, method probabilistic, matched record CLM-414151, policy version 1
- Record linked automatically98fc06e7292026-10-19 19:32:31, scoring_agentidentity id MBR-017110, confidence 1, method probabilistic, matched record CLM-414151, policy version 1
- Record linked automaticallybeda151b5f2026-10-19 19:31:28, matching_agentidentity id MBR-030294, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-24174