Record, CLM, bronze and silver
CLM-409007
Received 2026-08-12T06:00:01Z, line 69,840 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 | Changed |
| Middle | — | — | Unchanged |
| Last name | WILLIAMS | Williams | Changed |
| Date of birth | 19470808 | 1947-08-08 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-10689-03 | UHC-10689-03 | Unchanged |
| SSN | •••-••-2727 | •••-••-2727 | Unchanged |
| Phone | 18872810914·· | 8872810914 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 7124 Camelback Rd Apt 14 | 7124 Camelback Rd Apt 14 | Unchanged |
| City | ·Tucson | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85756 | 85756 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- jacqueline|williams
- Address key
- 7124|camelback|85756
- Canonical first
- jacqueline
Quality flags
6 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-409009 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409005 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-409006 | 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 automaticallyb7a50047492026-10-22 12:43:54, scoring_agentidentity id MBR-011346, confidence 1, method probabilistic, matched record CLM-409008, policy version 1
- Record linked automaticallyd1652ed5172026-10-19 19:54:38, scoring_agentidentity id MBR-011346, confidence 1, method probabilistic, matched record CLM-409008, policy version 1
- Record linked automaticallyf239b959252026-10-19 19:52:09, scoring_agentidentity id MBR-011346, confidence 1, method probabilistic, matched record CLM-409008, policy version 1
- Record linked automatically41731bd3ef2026-10-19 19:45:42, scoring_agentidentity id MBR-011346, confidence 1, method probabilistic, matched record CLM-409008, policy version 1
- Record linked automatically9b08b9c20e2026-10-19 19:32:31, scoring_agentidentity id MBR-011346, confidence 1, method probabilistic, matched record CLM-409008, policy version 1
- Record linked automaticallyedbdb328602026-10-19 19:31:28, scoring_agentidentity id MBR-016841, confidence 1, method probabilistic, matched record TPA-54007, policy version 1