Record, CLM, bronze and silver
CLM-422107
Received 2026-10-01T23:28:41Z, line 92,323 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 | Davis, Olivia | Olivia | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Davis | Changed |
| Date of birth | 18-11-1995 | 1995-11-18 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | N/A | — | Cleared |
| ·NULL | — | Cleared | |
| Address | 5346 ELM ST | 5346 Elm St | Changed |
| City | COLUMBUS | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-5439 | GRP-5439 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.50
- Name key
- olivia|davis
- Address key
- 5346|elm|columbus
- Canonical first
- olivia
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-128963 | 0.93 | Scored | — | Auto-linked |
| ENR-128962 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003808
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Olivia Davis, 1995-11-18, 3 records, Verified
Evidence
Matched against ENR-128963
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically657899d5fb2026-10-19 19:54:38, scoring_agentidentity id MBR-003808, confidence 0.925, method probabilistic, matched record ENR-128963, policy version 1
- Record linked automatically661e4a7a9d2026-10-19 19:52:08, scoring_agentidentity id MBR-003808, confidence 0.925, method probabilistic, matched record ENR-128963, policy version 1
- Record linked automaticallyfcdf3fe7ce2026-10-19 19:45:42, scoring_agentidentity id MBR-003808, confidence 0.925, method probabilistic, matched record ENR-128963, policy version 1
- Record linked automatically47ce7d24432026-10-19 19:32:31, scoring_agentidentity id MBR-003808, confidence 0.925, method probabilistic, matched record ENR-128963, policy version 1
- Record linked automaticallyf9d3ad94c12026-10-19 19:31:28, scoring_agentidentity id MBR-020836, confidence 1, method probabilistic, matched record CLM-422105, policy version 1