Record, CLM, bronze and silver
CLM-418827
Received 2026-02-02T18:07:24Z, line 18,628 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 | TRAN | Tran | Changed |
| Middle | — | — | Unchanged |
| Last name | NATALIE | Natalie | Changed |
| Date of birth | ·5/17/1970 | 1970-05-17 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ·UHC-79922-12 | UHC-79922-12 | Parsed |
| SSN | null | — | Cleared |
| Phone | (422) 319-5655 | 4223195655 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | — | — | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | GRP-2585 | GRP-2585 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.90
- Name key
- tran|natalie
- Address key
- —
- Canonical first
- tran
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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-418826 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-418828 | 0.98 | Scored | — | Auto-linked |
| ENR-124782 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001211
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Natalie Tran, 1970-05-17, 4 records, Verified
Evidence
Matched against CLM-418826
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyba0515a5b62026-10-19 19:54:38, matching_agentidentity id MBR-001211, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418826
- Record linked automatically6a1d8636cc2026-10-19 19:52:08, matching_agentidentity id MBR-001211, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418826
- Record linked automaticallye65bf423e22026-10-19 19:45:41, matching_agentidentity id MBR-001211, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418826
- Record linked automatically9763f723822026-10-19 19:32:31, matching_agentidentity id MBR-001211, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-418826
- Record linked automatically127d1ffaaf2026-10-19 19:31:28, matching_agentidentity id MBR-019604, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-124619