Record, CLM, bronze and silver
CLM-421831
Received 2026-10-08T10:16:41Z, line 18,415 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 | Carl | Carl | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Santos | Santos | Unchanged |
| Date of birth | 19880304 | 1988-03-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | 309-274-7997 | 3092747997 | Parsed |
| — | — | Unchanged | |
| Address | 967 Valley View Drive | 967 Valley View Dr | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85227 | 85227 | Unchanged |
| Group | UNKNOWN·· | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- carl|santos
- Address key
- 967|valley view|85227
- Canonical first
- carl
Quality flags
5 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
- 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-421830 | 1.00 | Scored | — | Auto-linked |
| PRV-26434 | 1.00 | Scored | — | Auto-linked |
| ENR-128566 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015494
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Carl Santos, 1988-03-04, 4 records, Verified
Evidence
Matched against CLM-421830
| 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 automatically04261211bf2026-10-19 19:54:38, scoring_agentidentity id MBR-015494, confidence 1, method probabilistic, matched record CLM-421830, policy version 1
- Record linked automatically2d90ccc6ae2026-10-19 19:52:09, scoring_agentidentity id MBR-015494, confidence 1, method probabilistic, matched record CLM-421830, policy version 1
- Record linked automatically7e84ce20fa2026-10-19 19:45:42, scoring_agentidentity id MBR-015494, confidence 1, method probabilistic, matched record CLM-421830, policy version 1
- Record linked automaticallyf1fc180d012026-10-19 19:32:31, scoring_agentidentity id MBR-015494, confidence 1, method probabilistic, matched record CLM-421830, policy version 1
- Record linked automaticallyf381c280cd2026-10-19 19:31:28, matching_agentidentity id MBR-001168, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128694