Record, CLM, bronze and silver
CLM-421246
Received 2026-07-05T14:37:55Z, line 64,185 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 | JUAN | Juan | Changed |
| Middle | Q | Q | Unchanged |
| Last name | DEAN | Dean | Changed |
| Date of birth | Jul 12, 1979·· | 1979-07-12 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-22298-86 | UHC-22298-86 | Unchanged |
| SSN | •••-••-4902 | •••-••-4902 | Unchanged |
| Phone | null | — | Cleared |
| — | — | Unchanged | |
| Address | 7400 Church St | 7400 Church St | Unchanged |
| City | Glendale | Glendale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85376 | 85376 | Unchanged |
| Group | GRP-3500 | GRP-3500 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- juan|dean
- Address key
- 7400|church|85376
- Canonical first
- juan
Quality flags
5 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)
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| TPA-59344 | 1.00 | Scored | — | Auto-linked |
| ENR-127874 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-59343 | 0.86 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023049
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Juan Dean, 1979-07-12, 4 records, Verified
Evidence
Matched against TPA-59344
| 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 automaticallyb239f81c762026-10-19 19:54:38, scoring_agentidentity id MBR-023049, confidence 1, method probabilistic, matched record TPA-59344, policy version 1
- Record linked automaticallyfb871937902026-10-19 19:52:09, scoring_agentidentity id MBR-023049, confidence 1, method probabilistic, matched record TPA-59344, policy version 1
- Record linked automaticallyfd01d394482026-10-19 19:45:42, scoring_agentidentity id MBR-023049, confidence 1, method probabilistic, matched record TPA-59344, policy version 1
- Record linked automaticallyd1d01f2d2b2026-10-19 19:32:31, scoring_agentidentity id MBR-023049, confidence 1, method probabilistic, matched record TPA-59344, policy version 1
- Record linked automaticallyf637f6b3e22026-10-19 19:31:28, matching_agentidentity id MBR-025549, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-26238