Record, CLM, bronze and silver
CLM-427009
Received 2026-01-27T03:39:40Z, line 65,766 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Vargas, Kimberly | Kimberly | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Vargas | Changed |
| Date of birth | 19561208·· | 1956-12-08 | Parsed |
| Gender | -·· | — | Cleared |
| Member ID | UHC-25104-42 | UHC-25104-42 | Unchanged |
| SSN | •••-••-1576 | •••-••-1576 | Unchanged |
| Phone | 19419986597 | 9419986597 | Parsed |
| ·N/A | — | Cleared | |
| Address | 5780 SAGE COURT | 5780 Sage Ct | Changed |
| City | Tampa | Tampa | Unchanged |
| State | ·FL | FL | Changed |
| ZIP | N/A | — | Cleared |
| Group | GRP-2920 | GRP-2920 | Unchanged |
| Plan | ·SELECT-EPO | SELECT-EPO | Changed |
- Quality score
- 0.48
- Name key
- kimberly|vargas
- Address key
- 5780|sage|tampa
- Canonical first
- kimberly
Quality flags
8 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
- 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
- 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 |
|---|---|---|---|---|
| ENR-135432 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008002
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Kimberly Vargas, 1956-12-08, 2 records, Verified
Evidence
Matched against ENR-135432
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf7620fad702026-10-19 19:54:38, matching_agentidentity id MBR-008002, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-135432
- Record linked automatically7d4e5499b02026-10-19 19:52:09, matching_agentidentity id MBR-008002, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-135432
- Record linked automaticallybf5c12a7932026-10-19 19:45:42, matching_agentidentity id MBR-008002, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-135432
- Record linked automaticallybd0c46e38d2026-10-19 19:32:31, matching_agentidentity id MBR-008002, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-135432
- Record linked automatically8f419e4d502026-10-19 19:31:28, scoring_agentidentity id MBR-040288, confidence 1, method probabilistic, matched record TPA-61870, policy version 1