Record, CLM, bronze and silver
CLM-427891
Received 2026-03-04T04:51:47Z, line 4,887 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 | EMILY | Emily | Changed |
| Middle | — | — | Unchanged |
| Last name | PALMER | Palmer | Changed |
| Date of birth | 1961-07-18 | 1961-07-18 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-80821-83 | UHC-80821-83 | Unchanged |
| SSN | •••-••-6235 | •••-••-6235 | Unchanged |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 2418 Oak Street | 2418 Oak St | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85247 | 85247 | Unchanged |
| Group | GRP-9863 | GRP-9863 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.80
- Name key
- emily|palmer
- Address key
- 2418|oak|85247
- Canonical first
- emily
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- 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-427892 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-136573 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-427890 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005149
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Emily Palmer, 1961-07-18, 4 records, Verified
Evidence
Matched against CLM-427892
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automatically7c1c29dd122026-10-19 19:54:38, matching_agentidentity id MBR-005149, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427892
- Record linked automaticallya376dd58542026-10-19 19:52:08, matching_agentidentity id MBR-005149, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427892
- Record linked automatically3829048f1d2026-10-19 19:45:42, matching_agentidentity id MBR-005149, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427892
- Record linked automatically9e921476e72026-10-19 19:32:31, matching_agentidentity id MBR-005149, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427892
- Record linked automatically7746399ee72026-10-19 19:31:28, matching_agentidentity id MBR-010315, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-427892