Record, CLM, bronze and silver
CLM-403999
Received 2026-05-26T14:45:33Z, line 48,582 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 | Amber | Amber | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Richards | Richards | Unchanged |
| Date of birth | 1978-07-21 | 1978-07-21 | Unchanged |
| Gender | NULL | — | Cleared |
| Member ID | UHC4388034 | UHC-43880-34 | Parsed |
| SSN | •••-••-8544 | •••-••-8544 | Unchanged |
| Phone | 776-951-0980 | 7769510980 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 7473 WILLOW COURT | 7473 Willow Ct | Changed |
| City | Columbus | Columbus | Unchanged |
| State | ·OH | OH | Changed |
| ZIP | 43218 | 43218 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- amber|richards
- Address key
- 7473|willow|43218
- Canonical first
- amber
Quality flags
6 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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-105213 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403998 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-032385
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Amber Richards, 1978-07-21, 3 records, Verified
Evidence
Matched against CLM-403998
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automatically6b9309bde72026-10-22 12:43:54, matching_agentidentity id MBR-032385, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403998
- Record linked automatically10cd39cea82026-10-19 19:54:38, matching_agentidentity id MBR-032385, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403998
- Record linked automaticallye0592399372026-10-19 19:52:09, matching_agentidentity id MBR-032385, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403998
- Record linked automatically853997b40d2026-10-19 19:45:42, matching_agentidentity id MBR-032385, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403998
- Record linked automaticallyd23f2b185a2026-10-19 19:32:31, matching_agentidentity id MBR-032385, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403998
- Record linked automatically289b71ffdf2026-10-19 19:31:28, matching_agentidentity id MBR-015068, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105186