Record, CLM, bronze and silver
CLM-419528
Received 2026-06-02T17:38:16Z, line 73,378 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 | Billy | Billy | Unchanged |
| Middle | M. | M | Changed |
| Last name | Cook | Cook | Unchanged |
| Date of birth | 1978-11-21 | 1978-11-21 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (358) 972-1902 | 3589721902 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 5824 Willow Court | 5824 Willow Ct | Changed |
| City | ·Scottsdale | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85208-8552 | 85208 | Changed |
| Group | GRP-2311 | GRP-2311 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- william|cook
- Address key
- 5824|willow|85208
- Canonical first
- william
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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-419527 | 1.00 | Scored | — | Auto-linked |
| ENR-125711 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009428
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Billy Cook, 1978-11-21, 3 records, Verified
Evidence
Matched against ENR-125711
| 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
4 hash-chained entries for this record
- Record linked automatically7bb4f8994d2026-10-19 19:54:38, scoring_agentidentity id MBR-009428, confidence 1, method probabilistic, matched record ENR-125711, policy version 1
- Record linked automaticallya23ea11e262026-10-19 19:52:09, scoring_agentidentity id MBR-009428, confidence 1, method probabilistic, matched record ENR-125711, policy version 1
- Record linked automaticallyfbe0b587032026-10-19 19:45:42, scoring_agentidentity id MBR-009428, confidence 1, method probabilistic, matched record ENR-125711, policy version 1
- Record linked automaticallyafcafe833c2026-10-19 19:32:31, scoring_agentidentity id MBR-009428, confidence 1, method probabilistic, matched record ENR-125711, policy version 1