Record, CLM, bronze and silver
CLM-415361
Received 2026-07-28T03:52:18Z, line 65,578 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 | RUTH·· | Ruth | Changed |
| Middle | — | — | Unchanged |
| Last name | ·WEST | West | Changed |
| Date of birth | 1/9/1976 | 1976-01-09 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | 721-956-0400·· | 7219560400 | Parsed |
| - | — | Cleared | |
| Address | 8654 Lake View Road | 8654 Lake View Rd | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ·85342 | 85342 | Changed |
| Group | GRP-2093 | GRP-2093 | Unchanged |
| Plan | MEDICARE-ADV-B·· | MEDICARE-ADV-B | Changed |
- Quality score
- 0.74
- Name key
- ruth|west
- Address key
- 8654|lake view|85342
- Canonical first
- ruth
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)
- 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
- 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 |
|---|---|---|---|---|
| PRV-24535 | 1.00 | Scored | — | Auto-linked |
| CLM-415362 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016213
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ruth West, 1976-01-09, 3 records, Verified
Evidence
Matched against PRV-24535
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallybc7d2ba4802026-10-19 19:54:38, scoring_agentidentity id MBR-016213, confidence 1, method probabilistic, matched record PRV-24535, policy version 1
- Record linked automatically29a39536e92026-10-19 19:52:09, scoring_agentidentity id MBR-016213, confidence 1, method probabilistic, matched record PRV-24535, policy version 1
- Record linked automaticallya2a083a8e52026-10-19 19:45:42, scoring_agentidentity id MBR-016213, confidence 1, method probabilistic, matched record PRV-24535, policy version 1
- Record linked automatically7ad6b3884c2026-10-19 19:32:31, scoring_agentidentity id MBR-016213, confidence 1, method probabilistic, matched record PRV-24535, policy version 1
- Record linked automatically3164af8dd12026-10-19 19:31:28, scoring_agentidentity id MBR-016948, confidence 1, method probabilistic, matched record ENR-120116, policy version 1