Record, CLM, bronze and silver
CLM-401627
Received 2026-01-16T08:47:17Z, line 89,680 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 | CHERYL | Cheryl | Changed |
| Middle | — | — | Unchanged |
| Last name | ARNOLD | Arnold | Changed |
| Date of birth | 17-07-1939 | 1939-07-17 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-49778-27 | UHC-49778-27 | Unchanged |
| SSN | - | — | Cleared |
| Phone | NULL | — | Cleared |
| - | — | Cleared | |
| Address | 1883 Canyon Rd | 1883 Canyon Rd | Unchanged |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85280 | 85280 | Unchanged |
| Group | GRP-5564 | GRP-5564 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.94
- Name key
- cheryl|arnold
- Address key
- 1883|canyon|85280
- Canonical first
- cheryl
Quality flags
3 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)
- 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-401628 | 1.00 | Scored | — | Auto-linked |
| ENR-102128 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004892
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Cheryl Arnold, 1939-07-17, 3 records, Verified
Evidence
Matched against CLM-401628
| 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 automaticallyb5532c5d872026-10-19 19:54:38, scoring_agentidentity id MBR-004892, confidence 1, method probabilistic, matched record CLM-401628, policy version 1
- Record linked automatically4ae63c8f1b2026-10-19 19:52:08, scoring_agentidentity id MBR-004892, confidence 1, method probabilistic, matched record CLM-401628, policy version 1
- Record linked automatically4778eeb16d2026-10-19 19:45:42, scoring_agentidentity id MBR-004892, confidence 1, method probabilistic, matched record CLM-401628, policy version 1
- Record linked automaticallyf33d2889682026-10-19 19:32:31, scoring_agentidentity id MBR-004892, confidence 1, method probabilistic, matched record CLM-401628, policy version 1
- Record linked automatically06b19325b62026-10-19 19:31:28, matching_agentidentity id MBR-009171, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102144