Record, CLM, bronze and silver
CLM-401668
Received 2026-09-05T06:16:26Z, line 15,233 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 | ·FRANK | Frank | Changed |
| Middle | ·· | — | Unchanged |
| Last name | LI | Li | Changed |
| Date of birth | Oct 4, 1974 | 1974-10-04 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-11541-03 | UHC-11541-03 | Unchanged |
| SSN | null·· | — | Cleared |
| Phone | NULL | — | Cleared |
| N/A | — | Cleared | |
| Address | 7401 Indian School Rd | 7401 Indian School Rd | Unchanged |
| City | ·Jacksonville | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32263 | 32263 | Unchanged |
| Group | GRP-5441 | GRP-5441 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- frank|li
- Address key
- 7401|indian school|32263
- Canonical first
- frank
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)
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-401669 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-102176 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-20510 | 0.83 | Scored | — | Sent to steward |
| TPA-50725 | 0.75 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-037515
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Frank Li, 1974-10-04, 5 records, Verified
Evidence
Matched against CLM-401669
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.00 | 2.0 | different |
Audit
4 hash-chained entries for this record
- Record linked automaticallya2d409f45a2026-10-19 19:54:39, matching_agentidentity id MBR-037515, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401669
- Record linked automatically25ad6c7fbd2026-10-19 19:52:09, matching_agentidentity id MBR-037515, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401669
- Record linked automatically784a139a802026-10-19 19:45:42, matching_agentidentity id MBR-037515, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401669
- Record linked automatically4ce716aab52026-10-19 19:32:31, matching_agentidentity id MBR-037515, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401669