Record, CLM, bronze and silver
CLM-409005
Received 2026-02-14T22:59:19Z, line 30,788 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 | Jacqueline | Jacqueline | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Williams·· | Williams | Changed |
| Date of birth | ·1947-08-08 | 1947-08-08 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-10689-03 | UHC-10689-03 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (887) 281-0914 | 8872810914 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 7124 CAMELBACK ROAD | 7124 Camelback Rd | Changed |
| City | TUCSON | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85756 | 85756 | Unchanged |
| Group | GRP-0741 | GRP-0741 | Unchanged |
| Plan | ·MEDICARE-ADV-B | MEDICARE-ADV-B | Changed |
- Quality score
- 0.76
- Name key
- jacqueline|williams
- Address key
- 7124|camelback|85756
- Canonical first
- jacqueline
Quality flags
6 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-409008 | 1.00 | Scored | — | Auto-linked |
| CLM-409006 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409007 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409009 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011346
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Jacqueline Williams, 1947-08-08, 5 records, Verified
Evidence
Matched against CLM-409008
| 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 automatically2eeb486b0c2026-10-22 12:43:54, scoring_agentidentity id MBR-011346, confidence 1, method probabilistic, matched record CLM-409008, policy version 1
- Record linked automatically75b35bd0f82026-10-19 19:54:38, scoring_agentidentity id MBR-011346, confidence 1, method probabilistic, matched record CLM-409008, policy version 1
- Record linked automaticallyabf3c319602026-10-19 19:52:09, scoring_agentidentity id MBR-011346, confidence 1, method probabilistic, matched record CLM-409008, policy version 1
- Record linked automatically08cb2940612026-10-19 19:45:42, scoring_agentidentity id MBR-011346, confidence 1, method probabilistic, matched record CLM-409008, policy version 1
- Record linked automatically08250b90cf2026-10-19 19:32:31, scoring_agentidentity id MBR-011346, confidence 1, method probabilistic, matched record CLM-409008, policy version 1
- Record linked automatically0bb9db02c42026-10-19 19:31:28, matching_agentidentity id MBR-008753, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111856