Record, CLM, bronze and silver
CLM-426649
Received 2026-01-07T11:58:33Z, line 93,987 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 | FATIMA | Fatima | Changed |
| Middle | ·· | — | Unchanged |
| Last name | JAMES | James | Changed |
| Date of birth | 08/22/1959 | 1959-08-22 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC1523561 | UHC-15235-61 | Parsed |
| SSN | UNKNOWN | — | Cleared |
| Phone | 18116194760 | 8116194760 | Parsed |
| N/A | — | Cleared | |
| Address | 751 Ridge Road #666 | 751 Ridge Rd # 666 | Changed |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | GRP-4923 | GRP-4923 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.32
- Name key
- fatima|james
- Address key
- 751|ridge|atlanta
- Canonical first
- fatima
Quality flags
10 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)
- 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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- ZIP missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-134945 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-61774 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002063
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Fatima James, 1959-08-22, 3 records, Verified
Evidence
Matched against ENR-134945
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically878c4defc72026-10-19 19:54:38, matching_agentidentity id MBR-002063, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-134945
- Record linked automaticallya3c39836902026-10-19 19:52:08, matching_agentidentity id MBR-002063, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-134945
- Record linked automatically5a68a5e43e2026-10-19 19:45:41, matching_agentidentity id MBR-002063, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-134945
- Record linked automatically02e72ec0732026-10-19 19:32:31, matching_agentidentity id MBR-002063, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-134945
- Record linked automatically992779d9dd2026-10-19 19:31:28, matching_agentidentity id MBR-036114, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-426650