Record, CLM, bronze and silver
CLM-430705
Received 2026-03-08T10:09:43Z, line 31,055 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 | Ahmed | Ahmed | Unchanged |
| Middle | A | A | Unchanged |
| Last name | Cooper | Cooper | Unchanged |
| Date of birth | 1942-03-08 | 1942-03-08 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC9193631 | UHC-91936-31 | Parsed |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 8482 VALLEY VIEW DR | 8482 Valley View Dr | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90028·· | 90028 | Changed |
| Group | — | — | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.78
- Name key
- ahmed|cooper
- Address key
- 8482|valley view|90028
- Canonical first
- ahmed
Quality flags
5 raised during normalisation
- 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 |
|---|---|---|---|---|
| CLM-430707 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-140326 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430706 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430704 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018264
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Ahmed Cooper, 1942-03-08, 5 records, Verified
Evidence
Matched against CLM-430707
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically67adf6b4762026-10-19 19:54:38, matching_agentidentity id MBR-018264, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430707
- Record linked automaticallyac38548f5b2026-10-19 19:52:09, matching_agentidentity id MBR-018264, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430707
- Record linked automatically83e8f2653e2026-10-19 19:45:42, matching_agentidentity id MBR-018264, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430707
- Record linked automatically8bdf54d39d2026-10-19 19:32:31, matching_agentidentity id MBR-018264, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430707
- Record linked automaticallycd0ffc0cf52026-10-19 19:31:28, scoring_agentidentity id MBR-025509, confidence 1, method probabilistic, matched record TPA-63466, policy version 1