Record, CLM, bronze and silver
CLM-406223
Received 2026-05-13T16:51:12Z, line 55,439 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 | Changed |
| Middle | Q | Q | Unchanged |
| Last name | DAVIS | Davis | Changed |
| Date of birth | Dec 24, 1954 | 1954-12-24 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-86590-43 | UHC-86590-43 | Unchanged |
| SSN | •••-••-0045 | •••-••-0045 | Unchanged |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 2340 HARBOR BOULEVARD | 2340 Harbor Blvd | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33157 | 33157 | Unchanged |
| Group | GRP-8272 | GRP-8272 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.78
- Name key
- ahmed|davis
- Address key
- 2340|harbor|33157
- Canonical first
- ahmed
Quality flags
5 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)
- 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 |
|---|---|---|---|---|
| ENR-108184 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027922
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Ahmed Davis, 1954-12-24, 2 records, Verified
Evidence
Matched against ENR-108184
| 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
6 hash-chained entries for this record
- Record linked automatically7c1281fec82026-10-22 12:43:54, matching_agentidentity id MBR-027922, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108184
- Record linked automatically14aa3a36c82026-10-19 19:54:38, matching_agentidentity id MBR-027922, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108184
- Record linked automaticallyc40312b73b2026-10-19 19:52:09, matching_agentidentity id MBR-027922, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108184
- Record linked automaticallya98c8c3cb52026-10-19 19:45:42, matching_agentidentity id MBR-027922, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108184
- Record linked automatically4b21e191602026-10-19 19:32:31, matching_agentidentity id MBR-027922, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108184
- Record linked automatically95a811084f2026-10-19 19:31:28, scoring_agentidentity id MBR-014544, confidence 1, method probabilistic, matched record ENR-108152, policy version 1