Record, CLM, bronze and silver
CLM-407379
Received 2026-08-29T17:31:21Z, line 63,294 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 | Vargas, Joyce | Joyce | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Vargas | Changed |
| Date of birth | 1953-08-24 | 1953-08-24 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 19374552440·· | 9374552440 | Parsed |
| NULL | — | Cleared | |
| Address | 6679 Spring Street | 6679 Spring St | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37222 | 37222 | Unchanged |
| Group | UNKNOWN·· | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.50
- Name key
- joyce|vargas
- Address key
- 6679|spring|37222
- Canonical first
- joyce
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| PRV-22188 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-039919
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Jooyce Vargas, 1953-08-24, 2 records, Verified
Evidence
Matched against PRV-22188
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically93eacef0822026-10-19 19:54:39, scoring_agentidentity id MBR-039919, confidence 0.994, method probabilistic, matched record PRV-22188, policy version 1
- Record linked automaticallyd8ad94ea232026-10-19 19:52:09, scoring_agentidentity id MBR-039919, confidence 0.994, method probabilistic, matched record PRV-22188, policy version 1
- Record linked automatically163615b8c22026-10-19 19:45:42, scoring_agentidentity id MBR-039919, confidence 0.994, method probabilistic, matched record PRV-22188, policy version 1
- Record linked automatically403227590b2026-10-19 19:32:31, scoring_agentidentity id MBR-039919, confidence 0.994, method probabilistic, matched record PRV-22188, policy version 1
- Record linked automaticallyc666535a652026-10-19 19:31:28, matching_agentidentity id MBR-029382, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-407376