Record, CLM, bronze and silver
CLM-431908
Received 2026-04-13T05:28:16Z, line 96,006 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 | ZACHARY | Zachary | Changed |
| Middle | I | I | Unchanged |
| Last name | RAMOS | Ramos | Changed |
| Date of birth | 23-02-2005 | 2005-02-23 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | +1 465 993 3339 | 4659933339 | Parsed |
| - | — | Cleared | |
| Address | 9573 Valley View Drive | 9573 Valley View Dr | Changed |
| City | MIAMI | Miami | Changed |
| State | Florida | FL | Changed |
| ZIP | ·33173 | 33173 | Changed |
| Group | NULL·· | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.58
- Name key
- zachary|ramos
- Address key
- 9573|valley view|33173
- Canonical first
- zachary
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- City re-casedCity re-cased to Title Case
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| CLM-431909 | 1.00 | Scored | — | Auto-linked |
| ENR-141887 | 0.99 | Scored | — | Auto-linked |
| TPA-64080 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000784
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Zachary Ramos, 2005-02-23, 3 records, Verified
Evidence
Matched against CLM-431909
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically78efd4fafb2026-10-19 19:54:38, scoring_agentidentity id MBR-000784, confidence 1, method probabilistic, matched record CLM-431909, policy version 1
- Record linked automatically10aab4aff42026-10-19 19:52:08, scoring_agentidentity id MBR-000784, confidence 1, method probabilistic, matched record CLM-431909, policy version 1
- Record linked automatically02abeeb8f62026-10-19 19:45:41, scoring_agentidentity id MBR-000784, confidence 1, method probabilistic, matched record CLM-431909, policy version 1
- Record linked automaticallyac4b7c3ab52026-10-19 19:32:31, scoring_agentidentity id MBR-000784, confidence 1, method probabilistic, matched record CLM-431909, policy version 1
- Record linked automatically2dd2af27692026-10-19 19:31:28, matching_agentidentity id MBR-017593, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431909