Record, CLM , bronze and silver
CLM-411070
Received 2026-08-12T07:33:20Z, line 75,789 of the CLM feed
CLM Rule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ANDREA | Andrea | Changed |
| Middle | — | — | Unchanged |
| Last name | LI | Li | Changed |
| Date of birth | 10/9/1954·· | 1954-10-09 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-66640-67 | UHC-66640-67 | Unchanged |
| SSN | •••-••-7691 | •••-••-7691 | Unchanged |
| Phone | 419-950-3324 | 4199503324 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 4255 MAPLE AVENUE | 4255 Maple Ave | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85274 | 85274 | Unchanged |
| Group | — | — | Unchanged |
| Plan | core-hmo | CORE-HMO | Changed |
- Quality score
- 0.72
- Name key
- andrea|li
- Address key
- 4255|maple|85274
- Canonical first
- andrea
Quality flags
8 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)
- 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
- Plan code upper-casedPlan code upper-cased
- 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-114530 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028946
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Andrea Li, 1954-10-09, 2 records, Verified
Evidence
Matched against ENR-114530
| 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 automaticallydefc800f9c2026-10-22 12:43:54, matching_agentidentity id MBR-028946, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114530
- Record linked automatically7aeca43e372026-10-19 19:54:38, matching_agentidentity id MBR-028946, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114530
- Record linked automatically0af1670ce12026-10-19 19:52:09, matching_agentidentity id MBR-028946, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114530
- Record linked automatically69b17e37122026-10-19 19:45:42, matching_agentidentity id MBR-028946, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114530
- Record linked automatically409b6825b72026-10-19 19:32:31, matching_agentidentity id MBR-028946, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114530
- Record linked automaticallyd6170062512026-10-19 19:31:28, scoring_agentidentity id MBR-013751, confidence 1, method probabilistic, matched record ENR-114663, policy version 1