Record, CLM , bronze and silver
CLM-431173
Received 2026-09-26T19:18:00Z, line 57,610 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Virginia | Virginia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Fernandez | Fernandez | Unchanged |
| Date of birth | 06/03/1973 | 1973-06-03 | Parsed |
| Gender | null | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-8718 | •••-••-8718 | Unchanged |
| Phone | 854.279.2861 | 8542792861 | Parsed |
| virginia.fernandez@yahoo.com | virginia.fernandez@yahoo.com | Unchanged | |
| Address | 3072 Ocean Ave | 3072 Ocean Ave | Unchanged |
| City | JACKSONVILLE | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32215 | 32215 | Unchanged |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.92
- Name key
- virginia|fernandez
- Address key
- 3072|ocean|32215
- Canonical first
- virginia
Quality flags
4 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
- City re-casedCity re-cased to Title Case
- 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-63774 | 1.00 | Scored | — | Auto-linked |
| TPA-63775 | 1.00 | Scored | — | Auto-linked |
| CLM-431174 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-140943 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-431175 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-024348
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Virginia Fernandez, 1973-06-03, 6 records, Verified
Evidence
Matched against TPA-63774
| 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 automaticallye0cc97f2422026-10-19 19:54:38, scoring_agentidentity id MBR-024348, confidence 1, method probabilistic, matched record TPA-63774, policy version 1
- Record linked automaticallyc377c9200e2026-10-19 19:52:09, scoring_agentidentity id MBR-024348, confidence 1, method probabilistic, matched record TPA-63774, policy version 1
- Record linked automatically3144f38ff82026-10-19 19:45:42, scoring_agentidentity id MBR-024348, confidence 1, method probabilistic, matched record TPA-63774, policy version 1
- Record linked automatically387d059eee2026-10-19 19:32:31, scoring_agentidentity id MBR-024348, confidence 1, method probabilistic, matched record TPA-63774, policy version 1
- Record linked automaticallyc4c46643b22026-10-19 19:31:28, matching_agentidentity id MBR-016057, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-63644