Record, CLM, bronze and silver
CLM-403616
Received 2026-01-16T10:50:45Z, line 86,055 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 | MELISSA | Melissa | Changed |
| Middle | — | — | Unchanged |
| Last name | PARK | Park | Changed |
| Date of birth | 4/21/1982 | 1982-04-21 | Parsed |
| Gender | — | — | Unchanged |
| Member ID | UHC9356320 | UHC-93563-20 | Parsed |
| SSN | •••-••-2244 | •••-••-2244 | Unchanged |
| Phone | ·null | — | Cleared |
| NULL | — | Cleared | |
| Address | 2042 Camelback Road | 2042 Camelback Rd | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | Minnesota | MN | Changed |
| ZIP | 55373 | 55373 | Unchanged |
| Group | GRP-6046 | GRP-6046 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.60
- Name key
- melissa|park
- Address key
- 2042|camelback|55373
- Canonical first
- melissa
Quality flags
8 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)
- 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 name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| ENR-104696 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-104697 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403617 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004915
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Melissa Park, 1982-04-21, 4 records, Verified
Evidence
Matched against ENR-104696
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically7f323942792026-10-19 19:54:38, matching_agentidentity id MBR-004915, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104696
- Record linked automatically5c099c261f2026-10-19 19:52:08, matching_agentidentity id MBR-004915, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104696
- Record linked automatically6aeadb2a5b2026-10-19 19:45:42, matching_agentidentity id MBR-004915, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104696
- Record linked automaticallye8a9d1e1d92026-10-19 19:32:31, matching_agentidentity id MBR-004915, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104696
- Record linked automatically13ce3192ab2026-10-19 19:31:28, scoring_agentidentity id MBR-000560, confidence 1, method probabilistic, matched record CLM-403614, policy version 1