Record, CLM, bronze and silver
CLM-427832
Received 2026-03-02T14:59:59Z, line 77,787 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 | Vazquez, Kelly | Kelly | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Vazquez | Changed |
| Date of birth | 19400323 | 1940-03-23 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·UHC-86573-18 | UHC-86573-18 | Parsed |
| SSN | •••-••-0144 | •••-••-0144 | Unchanged |
| Phone | +1 603 635 9231 | 6036359231 | Parsed |
| — | — | Unchanged | |
| Address | 5213 Jefferson Ave | 5213 Jefferson Ave | Unchanged |
| City | MINNEAPOLIS | Minneapolis | Changed |
| State | MN | MN | Unchanged |
| ZIP | 55480 | 55480 | Unchanged |
| Group | — | — | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.76
- Name key
- kelly|vazquez
- Address key
- 5213|jefferson|55480
- Canonical first
- kelly
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-62280 | 1.00 | Scored | — | Auto-linked |
| CLM-427831 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-136491 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016955
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kelly Vazquez, 1940-03-23, 4 records, Verified
Evidence
Matched against TPA-62280
| 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 automatically7ca8f0ee6f2026-10-19 19:54:38, scoring_agentidentity id MBR-016955, confidence 1, method probabilistic, matched record TPA-62280, policy version 1
- Record linked automaticallyd7a2d172cf2026-10-19 19:52:09, scoring_agentidentity id MBR-016955, confidence 1, method probabilistic, matched record TPA-62280, policy version 1
- Record linked automatically485c75df3e2026-10-19 19:45:42, scoring_agentidentity id MBR-016955, confidence 1, method probabilistic, matched record TPA-62280, policy version 1
- Record linked automatically2d4eca83ca2026-10-19 19:32:31, scoring_agentidentity id MBR-016955, confidence 1, method probabilistic, matched record TPA-62280, policy version 1
- Record linked automatically7937d9e5042026-10-19 19:31:28, matching_agentidentity id MBR-022913, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-28166