Record, CLM, bronze and silver
CLM-416694
Received 2026-03-27T17:10:30Z, line 61,218 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 | Dbebie D | Dbebie | Changed |
| Middle | — | D | Changed |
| Last name | Webb | Webb | Unchanged |
| Date of birth | 16-10-1956 | 1956-10-16 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC8366145 | UHC-83661-45 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | 387.358.1411 | 3873581411 | Parsed |
| — | — | Unchanged | |
| Address | NULL | — | Cleared |
| City | NULL | — | Cleared |
| State | — | — | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-4737 | GRP-4737 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- dbebie|webb
- Address key
- —
- Canonical first
- dbebie
Quality flags
6 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| CLM-416693 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-121925 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007264
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Deborah Webb, 1956-10-16, 3 records, Verified
Evidence
Matched against ENR-121925
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.83 | 3.0 | |
| 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 automaticallye87948f9182026-10-19 19:54:38, matching_agentidentity id MBR-007264, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121925
- Record linked automatically6e8c9127742026-10-19 19:52:09, matching_agentidentity id MBR-007264, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121925
- Record linked automatically960069d5f62026-10-19 19:45:42, matching_agentidentity id MBR-007264, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121925
- Record linked automaticallyb680a54c352026-10-19 19:32:31, matching_agentidentity id MBR-007264, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121925
- Record linked automaticallya29307ee212026-10-19 19:31:28, scoring_agentidentity id MBR-041319, confidence 1, method probabilistic, matched record ENR-121861, policy version 1