Record, CLM, bronze and silver
CLM-427949
Received 2026-09-27T12:38:47Z, line 4,333 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 | Lauren | Lauren | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Howard | Howard | Unchanged |
| Date of birth | 2005-04-18 | 2005-04-18 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | null | — | Cleared |
| Phone | (782) 435-3526 | 7824353526 | Parsed |
| ···· | — | Unchanged | |
| Address | 9045 HARBOR BLVD | 9045 Harbor Blvd | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55437 | 55437 | Unchanged |
| Group | GRP-1520·· | GRP-1520 | Changed |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.66
- Name key
- lauren|howard
- Address key
- 9045|harbor|55437
- Canonical first
- lauren
Quality flags
5 raised during normalisation
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031234
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Howard, 2005-04-18, 3 records, Verified
Evidence
Matched against PRV-28200
| 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 automatically72f65455382026-10-19 19:54:38, scoring_agentidentity id MBR-031234, confidence 1, method probabilistic, matched record PRV-28200, policy version 1
- Record linked automaticallye912636ad62026-10-19 19:52:09, scoring_agentidentity id MBR-031234, confidence 1, method probabilistic, matched record PRV-28200, policy version 1
- Record linked automaticallyfe70bfb11b2026-10-19 19:45:42, scoring_agentidentity id MBR-031234, confidence 1, method probabilistic, matched record PRV-28200, policy version 1
- Record linked automaticallyae4ffa7db92026-10-19 19:32:31, scoring_agentidentity id MBR-031234, confidence 1, method probabilistic, matched record PRV-28200, policy version 1
- Record linked automaticallyfe915f08132026-10-19 19:31:28, scoring_agentidentity id MBR-003263, confidence 1, method probabilistic, matched record CLM-427950, policy version 1