Record, CLM, bronze and silver
CLM-421464
Received 2026-04-11T22:43:47Z, line 92,054 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 | Arnold, Denise | Denise | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Arnold | Changed |
| Date of birth | Aug 26, 1939 | 1939-08-26 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-66715-60 | UHC-66715-60 | Unchanged |
| SSN | •••-••-3893 | •••-••-3893 | Unchanged |
| Phone | — | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 1440 Ridge Rd | 1440 Ridge Rd | Unchanged |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93747 | 93747 | Unchanged |
| Group | GRP-2552 | GRP-2552 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.82
- Name key
- denise|arnold
- Address key
- 1440|ridge|93747
- Canonical first
- denise
Quality flags
3 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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-421463 | 1.00 | Scored | — | Auto-linked |
| ENR-128110 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025291
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Denise Arnold, 1939-08-26, 3 records, Verified
Evidence
Matched against CLM-421463
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically7a706ec9562026-10-22 12:43:54, scoring_agentidentity id MBR-025291, confidence 1, method probabilistic, matched record CLM-421463, policy version 1
- Record linked automaticallyefa522b7062026-10-19 19:54:38, scoring_agentidentity id MBR-025291, confidence 1, method probabilistic, matched record CLM-421463, policy version 1
- Record linked automatically25b61cd7452026-10-19 19:52:09, scoring_agentidentity id MBR-025291, confidence 1, method probabilistic, matched record CLM-421463, policy version 1
- Record linked automatically4d3a1b43b52026-10-19 19:45:42, scoring_agentidentity id MBR-025291, confidence 1, method probabilistic, matched record CLM-421463, policy version 1
- Record linked automatically471a9248062026-10-19 19:32:31, scoring_agentidentity id MBR-025291, confidence 1, method probabilistic, matched record CLM-421463, policy version 1
- Record linked automaticallyaac3475e8c2026-10-19 19:31:28, scoring_agentidentity id MBR-027651, confidence 1, method probabilistic, matched record CLM-421465, policy version 1