Record, CLM, bronze and silver
CLM-419030
Received 2026-01-04T14:15:29Z, line 93,586 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 | NATALIE | Natalie | Changed |
| Middle | — | — | Unchanged |
| Last name | RAMOS | Ramos | Changed |
| Date of birth | 1958-04-23 | 1958-04-23 | Unchanged |
| Gender | Male·· | M | Parsed |
| Member ID | ·UHC-54434-24 | UHC-54434-24 | Parsed |
| SSN | •••-••-1587 | •••-••-1587 | Unchanged |
| Phone | — | — | Unchanged |
| NATALIE.RAMOS89@OUTLOOK.COM | natalie.ramos89@outlook.com | Changed | |
| Address | 7803 Washington Street | 7803 Washington St | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85046 | 85046 | Unchanged |
| Group | GRP-4248 | GRP-4248 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- natalie|ramos
- Address key
- 7803|washington|85046
- Canonical first
- natalie
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- Email lower-casedEmail lower-cased
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-419028 | 1.00 | Scored | — | Auto-linked |
| CLM-419029 | 1.00 | Scored | — | Auto-linked |
| ENR-125076 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-125077 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001151
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Natalie Ramos, 1958-04-23, 5 records, Verified
Evidence
Matched against CLM-419028
| 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 automatically3d566c47142026-10-19 19:54:38, scoring_agentidentity id MBR-001151, confidence 1, method probabilistic, matched record CLM-419028, policy version 1
- Record linked automaticallybfbfdf0b552026-10-19 19:52:08, scoring_agentidentity id MBR-001151, confidence 1, method probabilistic, matched record CLM-419028, policy version 1
- Record linked automaticallybd19c314bf2026-10-19 19:45:41, scoring_agentidentity id MBR-001151, confidence 1, method probabilistic, matched record CLM-419028, policy version 1
- Record linked automatically23e1cad74a2026-10-19 19:32:31, scoring_agentidentity id MBR-001151, confidence 1, method probabilistic, matched record CLM-419028, policy version 1
- Record linked automatically3cf3d7d8892026-10-19 19:31:28, matching_agentidentity id MBR-037245, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419031