Record, CLM, bronze and silver
CLM-403403
Received 2026-03-02T20:28:19Z, line 52,944 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 | Sofia·· | Sofia | Changed |
| Middle | — | — | Unchanged |
| Last name | Carpenter | Carpenter | Unchanged |
| Date of birth | 1995-07-07 | 1995-07-07 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC2048501 | UHC-20485-01 | Parsed |
| SSN | •••-••-5404 | •••-••-5404 | Unchanged |
| Phone | 764.742.7104 | 7647427104 | Parsed |
| null | — | Cleared | |
| Address | 4840 CENTRAL AVE | 4840 Central Ave | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37231 | 37231 | Unchanged |
| Group | GRP-4014 | GRP-4014 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- sofia|carpenter
- Address key
- 4840|central|37231
- Canonical first
- sofia
Quality flags
6 raised during normalisation
- 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
- 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-403402 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-104431 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-017014
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sofia Carpenter, 1995-07-07, 3 records, Verified
Evidence
Matched against CLM-403402
| 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 automatically6b71d986c92026-10-22 12:43:54, matching_agentidentity id MBR-017014, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403402
- Record linked automatically8f8205b9fd2026-10-19 19:54:38, matching_agentidentity id MBR-017014, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403402
- Record linked automatically04a8fdb30e2026-10-19 19:52:09, matching_agentidentity id MBR-017014, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403402
- Record linked automatically172a4f879a2026-10-19 19:45:42, matching_agentidentity id MBR-017014, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403402
- Record linked automaticallya06b227ed52026-10-19 19:32:31, matching_agentidentity id MBR-017014, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403402