Record, CLM, bronze and silver
CLM-430409
Received 2026-08-06T22:55:59Z, line 48,711 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 | Lucia | Lucia | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Campbell | Campbell | Unchanged |
| Date of birth | 09-05-1990 | 1990-05-09 | Parsed |
| Gender | N/A | — | Cleared |
| Member ID | UHC-20371-54 | UHC-20371-54 | Unchanged |
| SSN | •••-••-1665 | •••-••-1665 | Parsed |
| Phone | 4887206 | — | Cleared |
| — | — | Unchanged | |
| Address | 8774 MAPLE AVENUE | 8774 Maple Ave | Changed |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93723 | 93723 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.52
- Name key
- lucia|campbell
- Address key
- 8774|maple|93723
- Canonical first
- lucia
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone missing area codePhone had only seven digits (no area code); cleared
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated value
- 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
- 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-139918 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430408 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-029151
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lucia Campbell, 1990-05-09, 3 records, Verified
Evidence
Matched against CLM-430408
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyb01c65872d2026-10-22 12:43:54, matching_agentidentity id MBR-029151, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430408
- Record linked automatically78ac97f43f2026-10-19 19:54:38, matching_agentidentity id MBR-029151, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430408
- Record linked automatically3a7f0215fc2026-10-19 19:52:09, matching_agentidentity id MBR-029151, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430408
- Record linked automaticallyf5078ee58a2026-10-19 19:45:42, matching_agentidentity id MBR-029151, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430408
- Record linked automatically78284f37b12026-10-19 19:32:31, matching_agentidentity id MBR-029151, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430408
- Record linked automatically9c80f29d322026-10-19 19:31:28, matching_agentidentity id MBR-035857, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140107