Record, CLM, bronze and silver
CLM-418410
Received 2026-10-18T01:22:31Z, line 28,806 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 | MELISSA | Melissa | Changed |
| Middle | — | — | Unchanged |
| Last name | TRAN | Tran | Changed |
| Date of birth | 8/11/1978 | 1978-08-11 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-46772-18 | UHC-46772-18 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| null | — | Cleared | |
| Address | 2670 Bayshore Drive | 2670 Bayshore Dr | Changed |
| City | ATLANTA | Atlanta | Changed |
| State | ga | GA | Changed |
| ZIP | 30348 | 30348 | Unchanged |
| Group | GRP-5088 | GRP-5088 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.60
- Name key
- melissa|tran
- Address key
- 2670|bayshore|30348
- Canonical first
- melissa
Quality flags
8 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
- City re-casedCity re-cased to Title Case
- State code upper-casedTwo-letter state code upper-cased
- 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-124237 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-418411 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013349
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Melissa Tran, 1978-08-11, 3 records, Verified
Evidence
Matched against ENR-124237
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically64056f74c52026-10-19 19:54:38, matching_agentidentity id MBR-013349, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124237
- Record linked automatically73c89e241b2026-10-19 19:52:09, matching_agentidentity id MBR-013349, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124237
- Record linked automaticallyf8cf1c838b2026-10-19 19:45:42, matching_agentidentity id MBR-013349, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124237
- Record linked automatically661bb051ac2026-10-19 19:32:31, matching_agentidentity id MBR-013349, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124237