Record, CLM, bronze and silver
CLM-419034
Received 2026-10-03T22:28:21Z, line 5,406 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 | barbara | Barbara | Changed |
| Middle | — | — | Unchanged |
| Last name | espinoza | Espinoza | Changed |
| Date of birth | 1953-03-07 | 1953-03-07 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-74131-02 | UHC-74131-02 | Unchanged |
| SSN | •••-••-4751 | •••-••-4751 | Unchanged |
| Phone | 927-429-7274 | 9274297274 | Parsed |
| null | — | Cleared | |
| Address | 1702 LINCOLN WAY | 1702 Lincoln Way | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32214 | 32214 | Unchanged |
| Group | GRP-6708 | GRP-6708 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- barbara|espinoza
- Address key
- 1702|lincoln|32214
- Canonical first
- barbara
Quality flags
6 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
- 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
- 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-125082 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-419033 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-125083 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-024565
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Barbara Espinoza, 1953-03-07, 4 records, Verified
Evidence
Matched against CLM-419033
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallybadcd79e9b2026-10-22 12:43:54, matching_agentidentity id MBR-024565, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419033
- Record linked automatically071b395d332026-10-19 19:54:38, matching_agentidentity id MBR-024565, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419033
- Record linked automatically1c82ac2c162026-10-19 19:52:09, matching_agentidentity id MBR-024565, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419033
- Record linked automatically5824c90c282026-10-19 19:45:42, matching_agentidentity id MBR-024565, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419033
- Record linked automaticallyc6e54ac4752026-10-19 19:32:31, matching_agentidentity id MBR-024565, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419033
- Record linked automatically00e15882a92026-10-19 19:31:28, scoring_agentidentity id MBR-021712, confidence 1, method probabilistic, matched record TPA-58292, policy version 1