Record, CLM, bronze and silver
CLM-405283
Received 2026-10-15T10:00:28Z, line 19,226 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 | LAURA | Laura | Changed |
| Middle | — | — | Unchanged |
| Last name | DAVIS | Davis | Changed |
| Date of birth | 07/10/1997 | 1997-07-10 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 1357 MAPLE AVENUE | 1357 Maple Ave | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90079 | 90079 | Unchanged |
| Group | GRP-9236 | GRP-9236 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.78
- Name key
- laura|davis
- Address key
- 1357|maple|90079
- Canonical first
- laura
Quality flags
5 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
- 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-106922 | 1.00 | Scored | — | Auto-linked |
| CLM-405284 | 1.00 | Scored | — | Auto-linked |
| ENR-106921 | 0.85 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-029366
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Laura Davis, 1997-07-10, 4 records, Verified
Evidence
Matched against ENR-106922
| 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 automatically7dffcefe012026-10-19 19:54:38, scoring_agentidentity id MBR-029366, confidence 1, method probabilistic, matched record ENR-106922, policy version 1
- Record linked automatically93433bbd522026-10-19 19:52:09, scoring_agentidentity id MBR-029366, confidence 1, method probabilistic, matched record ENR-106922, policy version 1
- Record linked automatically83690728422026-10-19 19:45:42, scoring_agentidentity id MBR-029366, confidence 1, method probabilistic, matched record ENR-106922, policy version 1
- Record linked automaticallye48566c7272026-10-19 19:32:31, scoring_agentidentity id MBR-029366, confidence 1, method probabilistic, matched record ENR-106922, policy version 1
- Record linked automatically723618493f2026-10-19 19:31:28, scoring_agentidentity id MBR-013010, confidence 0.995, method probabilistic, matched record CLM-405282, policy version 1