Record, CLM, bronze and silver
CLM-421340
Received 2026-06-18T17:59:02Z, line 29,879 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 | HEATHER | Heather | Changed |
| Middle | — | — | Unchanged |
| Last name | GUZMAN | Guzman | Changed |
| Date of birth | 05-02-1982 | 1982-02-05 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-72023-79 | UHC-72023-79 | Unchanged |
| SSN | ···· | — | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 2294 Mesa Drive | 2294 Mesa Dr | Changed |
| City | Mesa | Mesa | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85212 | 85212 | Unchanged |
| Group | GRP-2687 | GRP-2687 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- heather|guzman
- Address key
- 2294|mesa|85212
- Canonical first
- heather
Quality flags
5 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
- 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-127972 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-127973 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019693
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Heather Guzman, 1982-02-05, 3 records, Verified
Evidence
Matched against ENR-127972
| 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 automatically88f01b89542026-10-22 12:43:54, matching_agentidentity id MBR-019693, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127972
- Record linked automaticallyfd8952b1442026-10-19 19:54:38, matching_agentidentity id MBR-019693, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127972
- Record linked automatically95f26352e32026-10-19 19:52:09, matching_agentidentity id MBR-019693, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127972
- Record linked automaticallyd8aac3f2a82026-10-19 19:45:42, matching_agentidentity id MBR-019693, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127972
- Record linked automaticallyaefcd772512026-10-19 19:32:31, matching_agentidentity id MBR-019693, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127972
- Record linked automaticallyc7f948ad382026-10-19 19:31:28, matching_agentidentity id MBR-019232, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128040