Record, CLM , bronze and silver
CLM-405963
Received 2026-04-08T21:23:10Z, line 42,961 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | SHIRLEY | Shirley | Changed |
| Middle | — | — | Unchanged |
| Last name | HALL | Hall | Changed |
| Date of birth | 1944-03-18 | 1944-03-18 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC6976272 | UHC-69762-72 | Parsed |
| SSN | NULL | — | Cleared |
| Phone | (254) 561-2853 | 2545612853 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 3326 BASELINE ROAD | 3326 Baseline Rd | Changed |
| City | Charlotte | Charlotte | Unchanged |
| State | NC | NC | Unchanged |
| ZIP | 28283-8449 | 28283 | Changed |
| Group | GRP-6255 | GRP-6255 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.48
- Name key
- shirley|hall
- Address key
- 3326|baseline|28283
- Canonical first
- shirley
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-107855 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-405964 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011471
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Shirley Hall, 1944-03-18, 4 records, Verified
Evidence
Matched against CLM-405964
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automatically51a7578b502026-10-19 19:54:38, matching_agentidentity id MBR-011471, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405964
- Record linked automatically480e0540032026-10-19 19:52:09, matching_agentidentity id MBR-011471, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405964
- Record linked automaticallyd910fa046c2026-10-19 19:45:42, matching_agentidentity id MBR-011471, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405964
- Record linked automatically1e70d798022026-10-19 19:32:31, matching_agentidentity id MBR-011471, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-405964
- Record linked automatically7920e65e4a2026-10-19 19:31:28, matching_agentidentity id MBR-018130, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-107825