Record, CLM, bronze and silver
CLM-418765
Received 2026-07-29T05:07:59Z, line 15,256 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 | Tyler | Tyler | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Vargas | Vargas | Unchanged |
| Date of birth | Jan 13, 1980 | 1980-01-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 434-631-5874 | 4346315874 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 6278 HIGHLAND AVENUE | 6278 Highland Ave | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | GRP-2525 | GRP-2525 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.64
- Name key
- tyler|vargas
- Address key
- 6278|highland|atlanta
- Canonical first
- tyler
Quality flags
6 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| TPA-58310 | 0.94 | Scored | — | Auto-linked |
| ENR-124692 | 0.94 | Scored | — | Auto-linked |
| CLM-418764 | 0.94 | Scored | — | Auto-linked |
| CLM-418766 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013478
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Tyler Vargas, 1980-01-13, 4 records, Verified
Evidence
Matched against TPA-58310
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb62f1b1d0f2026-10-19 19:54:38, scoring_agentidentity id MBR-013478, confidence 0.937, method probabilistic, matched record TPA-58310, policy version 1
- Record linked automatically2565871c862026-10-19 19:52:09, scoring_agentidentity id MBR-013478, confidence 0.937, method probabilistic, matched record TPA-58310, policy version 1
- Record linked automaticallyd01ce191872026-10-19 19:45:42, scoring_agentidentity id MBR-013478, confidence 0.937, method probabilistic, matched record TPA-58310, policy version 1
- Record linked automaticallydb6a2a9b862026-10-19 19:32:31, scoring_agentidentity id MBR-013478, confidence 0.937, method probabilistic, matched record TPA-58310, policy version 1
- Record linked automatically47627e90a42026-10-19 19:31:28, matching_agentidentity id MBR-018234, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418766