Record, CLM, bronze and silver
CLM-401733
Received 2026-10-12T21:31:03Z, line 33,663 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 | NICHOLS | Nichols | Changed |
| Middle | — | — | Unchanged |
| Last name | ·CYNTHIA | Cynthia | Changed |
| Date of birth | 19630316 | 1963-03-16 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-36208-79 | UHC-36208-79 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | ···· | — | Unchanged |
| -·· | — | Cleared | |
| Address | 7549 MAIN STREET·· | 7549 Main St | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-7840 | GRP-7840 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- nichols|cynthia
- Address key
- 7549|main|mesa
- Canonical first
- nichols
Quality flags
7 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)
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-102276 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-030431
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Cynthia Nichols, 1963-03-16, 2 records, Verified
Evidence
Matched against ENR-102276
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
6 hash-chained entries for this record
- Record linked automatically64dedac7652026-10-22 12:43:54, matching_agentidentity id MBR-030431, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102276
- Record linked automaticallyf41b5548cd2026-10-19 19:54:38, matching_agentidentity id MBR-030431, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102276
- Record linked automatically33c176c75b2026-10-19 19:52:09, matching_agentidentity id MBR-030431, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102276
- Record linked automaticallyc11f32a32d2026-10-19 19:45:42, matching_agentidentity id MBR-030431, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102276
- Record linked automaticallyfc0d24e7d02026-10-19 19:32:31, matching_agentidentity id MBR-030431, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102276
- Record linked automaticallyd2cd9273292026-10-19 19:31:28, scoring_agentidentity id MBR-002288, confidence 1, method probabilistic, matched record CLM-401734, policy version 1