Record, CLM, bronze and silver
CLM-419104
Received 2026-07-06T07:25:14Z, line 97,947 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Cooper, Joan·· | Joan | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Cooper | Changed |
| Date of birth | 1994-06-27 | 1994-06-27 | Unchanged |
| Gender | NULL | — | Cleared |
| Member ID | UHC-48751-84 | UHC-48751-84 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 18585513148·· | 8585513148 | Parsed |
| — | — | Unchanged | |
| Address | 572 Forest Avenue | 572 Forest Ave | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | — | — | Unchanged |
| Group | - | — | Cleared |
| Plan | N/A | — | Cleared |
- Quality score
- 0.50
- Name key
- joan|cooper
- Address key
- 572|forest|scottsdale
- Canonical first
- joan
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
- 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 missingStreet address present but no ZIP supplied
- 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-419103 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-031908
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joan Cooper, 1994-06-27, 2 records, Verified
Evidence
Matched against CLM-419103
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically0d199265e92026-10-22 12:43:54, matching_agentidentity id MBR-031908, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419103
- Record linked automatically90007ab85c2026-10-19 19:54:38, matching_agentidentity id MBR-031908, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419103
- Record linked automatically3a490bd0dc2026-10-19 19:52:09, matching_agentidentity id MBR-031908, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419103
- Record linked automaticallyfb9df9dd342026-10-19 19:45:42, matching_agentidentity id MBR-031908, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419103
- Record linked automaticallyb1efc640d52026-10-19 19:32:31, matching_agentidentity id MBR-031908, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419103
- Record linked automaticallyf0f0d605592026-10-19 19:31:28, scoring_agentidentity id MBR-009759, confidence 1, method probabilistic, matched record CLM-419105, policy version 1