Record, CLM, bronze and silver
CLM-426769
Received 2026-04-22T02:41:16Z, line 7,891 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 | MEGAN | Megan | Changed |
| Middle | — | — | Unchanged |
| Last name | SANDOVAL | Sandoval | Changed |
| Date of birth | 05-12-2004 | 2004-12-05 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | ·UNKNOWN | — | Cleared |
| ·· | — | Unchanged | |
| Address | 8968 Highland Avenue | 8968 Highland Ave | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | ·GA | GA | Changed |
| ZIP | 30327·· | 30327 | Changed |
| Group | null | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.76
- Name key
- megan|sandoval
- Address key
- 8968|highland|30327
- Canonical first
- megan
Quality flags
6 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)
- 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
- 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 |
|---|---|---|---|---|
| TPA-61827 | 1.00 | Scored | — | Auto-linked |
| ENR-135123 | 1.00 | Scored | — | Auto-linked |
| PRV-27879 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010326
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Megan Sandoval, 2004-12-05, 4 records, Verified
Evidence
Matched against TPA-61827
| 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 automatically091b50c0002026-10-19 19:54:38, scoring_agentidentity id MBR-010326, confidence 1, method probabilistic, matched record TPA-61827, policy version 1
- Record linked automaticallyd0adf2af2d2026-10-19 19:52:09, scoring_agentidentity id MBR-010326, confidence 1, method probabilistic, matched record TPA-61827, policy version 1
- Record linked automaticallyd496c1c2722026-10-19 19:45:42, scoring_agentidentity id MBR-010326, confidence 1, method probabilistic, matched record TPA-61827, policy version 1
- Record linked automaticallyf41d2ff6592026-10-19 19:32:31, scoring_agentidentity id MBR-010326, confidence 1, method probabilistic, matched record TPA-61827, policy version 1
- Record linked automatically38d12896552026-10-19 19:31:28, matching_agentidentity id MBR-040456, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-426768