Record, CLM, bronze and silver
CLM-432242
Received 2026-06-04T04:05:36Z, line 77,900 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 | Williams, Priya | Priya | Changed |
| Middle | S | S | Unchanged |
| Last name | — | Williams | Changed |
| Date of birth | 03/23/72 | 1972-03-23 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-70691-50 | UHC-70691-50 | Unchanged |
| SSN | null | — | Cleared |
| Phone | - | — | Cleared |
| null | — | Cleared | |
| Address | 6515 WILLOW COURT | 6515 Willow Ct | Changed |
| City | CHARLOTTE | Charlotte | Changed |
| State | nc | NC | Changed |
| ZIP | 28247 | 28247 | Unchanged |
| Group | GRP-7122 | GRP-7122 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- priya|williams
- Address key
- 6515|willow|28247
- Canonical first
- priya
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
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- State code upper-casedTwo-letter state code upper-cased
- 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-432240 | 0.99 | Scored | — | Auto-linked |
| ENR-142335 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-432241 | 0.99 | Scored | — | Auto-linked |
| CLM-432243 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-033534
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Priya Williams, 1972-03-23, 5 records, Verified
Evidence
Matched against CLM-432240
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automaticallyd23ee477c12026-10-19 19:54:38, scoring_agentidentity id MBR-033534, confidence 0.993, method probabilistic, matched record CLM-432240, policy version 1
- Record linked automaticallyf6a9d4f7772026-10-19 19:52:09, scoring_agentidentity id MBR-033534, confidence 0.993, method probabilistic, matched record CLM-432240, policy version 1
- Record linked automaticallyf52ab6a3662026-10-19 19:45:42, scoring_agentidentity id MBR-033534, confidence 0.993, method probabilistic, matched record CLM-432240, policy version 1
- Record linked automatically9c35a6cdd12026-10-19 19:32:31, scoring_agentidentity id MBR-033534, confidence 0.993, method probabilistic, matched record CLM-432240, policy version 1
- Record linked automaticallyb51b0018172026-10-19 19:31:28, matching_agentidentity id MBR-034827, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-142515