Record, CLM, bronze and silver
CLM-404970
Received 2026-01-21T00:51:43Z, line 33,255 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 | SAMANTHA | Samantha | Changed |
| Middle | — | — | Unchanged |
| Last name | MILLER | Miller | Changed |
| Date of birth | 11/09/40 | 1940-11-09 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC5068494 | UHC-50684-94 | Parsed |
| SSN | null | — | Cleared |
| Phone | - | — | Cleared |
| - | — | Cleared | |
| Address | 5308 Grand Avenue | 5308 Grand Ave | Changed |
| City | Tucson | Tucson | Unchanged |
| State | az | AZ | Changed |
| ZIP | 85778·· | 85778 | Changed |
| Group | GRP-8426 | GRP-8426 | Unchanged |
| Plan | NAVIGATE-HMO·· | NAVIGATE-HMO | Changed |
- Quality score
- 0.60
- Name key
- samantha|miller
- Address key
- 5308|grand|85778
- Canonical first
- samantha
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- State code upper-casedTwo-letter state code upper-cased
- 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-404966 | 1.00 | Scored | — | Auto-linked |
| ENR-106545 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404969 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-404967 | 0.93 | Scored | — | Auto-linked |
| CLM-404968 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006240
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sam Miller, 1940-11-09, 6 records, Verified
Evidence
Matched against CLM-404966
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically19a3e8ccfd2026-10-19 19:54:38, scoring_agentidentity id MBR-006240, confidence 1, method probabilistic, matched record CLM-404966, policy version 1
- Record linked automatically13abf7c8752026-10-19 19:52:09, scoring_agentidentity id MBR-006240, confidence 1, method probabilistic, matched record CLM-404966, policy version 1
- Record linked automaticallydd49a6019d2026-10-19 19:45:42, scoring_agentidentity id MBR-006240, confidence 1, method probabilistic, matched record CLM-404966, policy version 1
- Record linked automatically0047f3b9862026-10-19 19:32:31, scoring_agentidentity id MBR-006240, confidence 1, method probabilistic, matched record CLM-404966, policy version 1
- Record linked automatically0d4fa15cfb2026-10-19 19:31:28, scoring_agentidentity id MBR-008891, confidence 1, method probabilistic, matched record CLM-404971, policy version 1