Record, CLM, bronze and silver
CLM-417970
Received 2026-03-13T22:53:24Z, line 33,460 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | FRANCES | Frances | Changed |
| Middle | Y | Y | Unchanged |
| Last name | HANSON·· | Hanson | Changed |
| Date of birth | 1899-05-10 | — | Cleared |
| Gender | Female | F | Parsed |
| Member ID | UHC-45521-79 | UHC-45521-79 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| N/A | — | Cleared | |
| Address | ·6548 Willow Court | 6548 Willow Ct | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85041 | 85041 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | CHOICE-PLUS-PPO·· | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.50
- Name key
- frances|hanson
- Address key
- 6548|willow|85041
- Canonical first
- frances
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-417968 | 0.96 | Rule | D3 member id + name | Auto-linked |
| ENR-123646 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-417969 | 0.96 | Rule | D3 member id + name | Auto-linked |
| PRV-25336 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019497
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Frances Hanson, 1989-05-10, 5 records, Verified
Evidence
Matched against CLM-417968
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd2788c3ab52026-10-19 19:54:38, matching_agentidentity id MBR-019497, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-417968
- Record linked automatically0bdc4553d72026-10-19 19:52:09, matching_agentidentity id MBR-019497, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-417968
- Record linked automaticallydccfb95c7c2026-10-19 19:45:42, matching_agentidentity id MBR-019497, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-417968
- Record linked automaticallyf23a46144f2026-10-19 19:32:31, matching_agentidentity id MBR-019497, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-417968
- Record linked automaticallya6b06395a22026-10-19 19:31:28, matching_agentidentity id MBR-002971, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123526