Record, CLM, bronze and silver
CLM-421775
Received 2026-04-25T02:08:37Z, line 8,570 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 | Luis·· | Luis | Changed |
| Middle | — | — | Unchanged |
| Last name | McDonald | McDonald | Unchanged |
| Date of birth | 1940-06-07 | 1940-06-07 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UHC-12314-12 | UHC-12314-12 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 4096 Main Street | 4096 Main St | Changed |
| City | GLENDALE | Glendale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85353 | 85353 | Unchanged |
| Group | GRP-2719 | GRP-2719 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- luis|mcdonald
- Address key
- 4096|main|85353
- Canonical first
- luis
Quality flags
5 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- 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-421773 | 1.00 | Scored | — | Auto-linked |
| CLM-421776 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421774 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-26419 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021746
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Luis McDonald, 1940-06-07, 5 records, Verified
Evidence
Matched against CLM-421773
| 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 automaticallye60a4c60612026-10-22 12:43:54, scoring_agentidentity id MBR-021746, confidence 1, method probabilistic, matched record CLM-421773, policy version 1
- Record linked automatically2d30646b322026-10-19 19:54:38, scoring_agentidentity id MBR-021746, confidence 1, method probabilistic, matched record CLM-421773, policy version 1
- Record linked automatically1e497f070e2026-10-19 19:52:09, scoring_agentidentity id MBR-021746, confidence 1, method probabilistic, matched record CLM-421773, policy version 1
- Record linked automatically5ce1e903ff2026-10-19 19:45:42, scoring_agentidentity id MBR-021746, confidence 1, method probabilistic, matched record CLM-421773, policy version 1
- Record linked automatically66e0317b642026-10-19 19:32:31, scoring_agentidentity id MBR-021746, confidence 1, method probabilistic, matched record CLM-421773, policy version 1
- Record linked automatically39a4d006e82026-10-19 19:31:28, matching_agentidentity id MBR-041548, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-59506