Record, CLM, bronze and silver
CLM-411313
Received 2026-05-04T00:58:05Z, line 83,169 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 | JUDY | Judy | Changed |
| Middle | — | — | Unchanged |
| Last name | ·RIVERA | Rivera | Changed |
| Date of birth | ·05/09/1960 | 1960-05-09 | Parsed |
| Gender | ·Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | N/A | — | Cleared |
| NULL | — | Cleared | |
| Address | 6789 Main Street | 6789 Main St | Changed |
| City | CHARLOTTE | Charlotte | Changed |
| State | NC | NC | Unchanged |
| ZIP | 28209·· | 28209 | Changed |
| Group | GRP-8564 | GRP-8564 | Unchanged |
| Plan | select-epo | SELECT-EPO | Changed |
- Quality score
- 0.58
- Name key
- judy|rivera
- Address key
- 6789|main|28209
- Canonical first
- judy
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)
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- Plan code upper-casedPlan code upper-cased
- 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-411312 | 1.00 | Scored | — | Auto-linked |
| CLM-411315 | 1.00 | Scored | — | Auto-linked |
| CLM-411314 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021595
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judy Rivera, 1960-05-09, 4 records, Verified
Evidence
Matched against CLM-411315
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically29e8755faf2026-10-19 19:54:38, scoring_agentidentity id MBR-021595, confidence 1, method probabilistic, matched record CLM-411315, policy version 1
- Record linked automatically71e555026d2026-10-19 19:52:09, scoring_agentidentity id MBR-021595, confidence 1, method probabilistic, matched record CLM-411315, policy version 1
- Record linked automatically4e66f235b72026-10-19 19:45:42, scoring_agentidentity id MBR-021595, confidence 1, method probabilistic, matched record CLM-411315, policy version 1
- Record linked automaticallyfe0ff40df12026-10-19 19:32:31, scoring_agentidentity id MBR-021595, confidence 1, method probabilistic, matched record CLM-411315, policy version 1