Record, CLM, bronze and silver
CLM-426287
Received 2026-05-07T23:16:07Z, line 19,276 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 | Shirley | Shirley | Unchanged |
| Middle | U | U | Unchanged |
| Last name | Crawford | Crawford | Unchanged |
| Date of birth | ·1962-08-09 | 1962-08-09 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC2334984 | UHC-23349-84 | Parsed |
| SSN | •••-••-9135 | •••-••-9135 | Unchanged |
| Phone | ···· | — | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 9043 Jefferson Avenue | 9043 Jefferson Ave | Changed |
| City | Denver | Denver | Unchanged |
| State | CO | CO | Unchanged |
| ZIP | 80207 | 80207 | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- shirley|crawford
- Address key
- 9043|jefferson|80207
- Canonical first
- shirley
Quality flags
6 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| TPA-61611 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-134454 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025835
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Shirley Crawford, 1962-08-09, 3 records, Verified
Evidence
Matched against TPA-61611
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically202f576b5c2026-10-22 12:43:54, matching_agentidentity id MBR-025835, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61611
- Record linked automatically803b45fa862026-10-19 19:54:38, matching_agentidentity id MBR-025835, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61611
- Record linked automatically848b6441612026-10-19 19:52:09, matching_agentidentity id MBR-025835, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61611
- Record linked automatically3449c053ad2026-10-19 19:45:42, matching_agentidentity id MBR-025835, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61611
- Record linked automatically192c0ea3042026-10-19 19:32:31, matching_agentidentity id MBR-025835, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61611
- Record linked automatically22cfd9482a2026-10-19 19:31:28, matching_agentidentity id MBR-026213, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-134736