Record, CLM, bronze and silver
CLM-431342
Received 2026-04-08T03:40:07Z, line 78,586 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 | Kayla | Kayla | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Broosk | Broosk | Unchanged |
| Date of birth | 1994-05-18 | 1994-05-18 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 277.981.8387 | 2779818387 | Parsed |
| kayla.brooks4@outlook.com·· | kayla.brooks4@outlook.com | Changed | |
| Address | 4646 Camelback Road | 4646 Camelback Rd | Changed |
| City | SEATTLE | Seattle | Changed |
| State | WA | WA | Unchanged |
| ZIP | — | — | Unchanged |
| Group | N/A | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- kayla|broosk
- Address key
- 4646|camelback|seattle
- Canonical first
- kayla
Quality flags
6 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
- 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-141150 | 0.98 | Scored | — | Auto-linked |
| CLM-431343 | 0.93 | Scored | — | Auto-linked |
| PRV-29161 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-024606
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Kayla Brooks, 1994-05-18, 4 records, Verified
Evidence
Matched against ENR-141150
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.93 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyb9b9da3c6f2026-10-22 12:43:54, scoring_agentidentity id MBR-024606, confidence 0.981, method probabilistic, matched record ENR-141150, policy version 1
- Record linked automatically1be86d6f172026-10-19 19:54:38, scoring_agentidentity id MBR-024606, confidence 0.981, method probabilistic, matched record ENR-141150, policy version 1
- Record linked automatically7875d0ffb82026-10-19 19:52:09, scoring_agentidentity id MBR-024606, confidence 0.981, method probabilistic, matched record ENR-141150, policy version 1
- Record linked automatically9d9483f1222026-10-19 19:45:42, scoring_agentidentity id MBR-024606, confidence 0.981, method probabilistic, matched record ENR-141150, policy version 1
- Record linked automatically8bacb34b132026-10-19 19:32:31, scoring_agentidentity id MBR-024606, confidence 0.981, method probabilistic, matched record ENR-141150, policy version 1
- Record linked automatically620a9765622026-10-19 19:31:28, scoring_agentidentity id MBR-034750, confidence 0.925, method probabilistic, matched record ENR-141366, policy version 1