Record, CLM, bronze and silver
CLM-409252
Received 2026-04-02T05:20:09Z, line 72,791 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 | PAT | Pat | Changed |
| Middle | — | — | Unchanged |
| Last name | CARPENTER | Carpenter | Changed |
| Date of birth | 18-12-1953 | 1953-12-18 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | ·uhc-50496-96 | UHC-50496-96 | Parsed |
| SSN | •••-••-1227 | •••-••-1227 | Unchanged |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 4022 Grand Ave | 4022 Grand Ave | Unchanged |
| City | Atlanta | Atlanta | Unchanged |
| State | GA | GA | Unchanged |
| ZIP | 30354 | 30354 | Unchanged |
| Group | GRP-8011 | GRP-8011 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.90
- Name key
- patricia|carpenter
- Address key
- 4022|grand|30354
- Canonical first
- patricia
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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-409251 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-54018 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-112185 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011435
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Patricia Carpenter, 1953-12-18, 4 records, Verified
Evidence
Matched against TPA-54018
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automatically1b8690d4372026-10-22 12:43:54, matching_agentidentity id MBR-011435, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54018
- Record linked automaticallye0354d94962026-10-19 19:54:38, matching_agentidentity id MBR-011435, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54018
- Record linked automaticallyb8bbc2d30f2026-10-19 19:52:09, matching_agentidentity id MBR-011435, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54018
- Record linked automatically7b7b8e91662026-10-19 19:45:42, matching_agentidentity id MBR-011435, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54018
- Record linked automatically28946ad1f72026-10-19 19:32:31, matching_agentidentity id MBR-011435, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-54018
- Record linked automaticallyda1861ff312026-10-19 19:31:28, scoring_agentidentity id MBR-012215, confidence 1, method probabilistic, matched record TPA-54123, policy version 1