Record, CLM, bronze and silver
CLM-424277
Received 2026-09-19T07:01:42Z, line 9,389 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 | Deborah·· | Deborah | Changed |
| Middle | — | — | Unchanged |
| Last name | Vargas | Vargas | Unchanged |
| Date of birth | 19440626 | 1944-06-26 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | NULL | — | Cleared |
| N/A | — | Cleared | |
| Address | 4953 APACHE BLVD | 4953 Apache Blvd | Changed |
| City | MINNEAPOLIS | Minneapolis | Changed |
| State | MN | MN | Unchanged |
| ZIP | 55473 | 55473 | Unchanged |
| Group | GRP-4934 | GRP-4934 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- deborah|vargas
- Address key
- 4953|apache|55473
- Canonical first
- deborah
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)
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| TPA-60703 | 1.00 | Scored | — | Auto-linked |
| CLM-424276 | 1.00 | Scored | — | Auto-linked |
| PRV-27153 | 1.00 | Scored | — | Auto-linked |
| TPA-60702 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013632
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Deborah Vargas, 1944-06-26, 5 records, Verified
Evidence
Matched against TPA-60703
| 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 automaticallyb732258edd2026-10-19 19:54:38, scoring_agentidentity id MBR-013632, confidence 1, method probabilistic, matched record TPA-60703, policy version 1
- Record linked automatically183b20e8792026-10-19 19:52:09, scoring_agentidentity id MBR-013632, confidence 1, method probabilistic, matched record TPA-60703, policy version 1
- Record linked automatically093e3c77ae2026-10-19 19:45:42, scoring_agentidentity id MBR-013632, confidence 1, method probabilistic, matched record TPA-60703, policy version 1
- Record linked automatically07d47dc7f22026-10-19 19:32:31, scoring_agentidentity id MBR-013632, confidence 1, method probabilistic, matched record TPA-60703, policy version 1
- Record linked automaticallybb864a70352026-10-19 19:31:28, matching_agentidentity id MBR-040855, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131945