Record, CLM, bronze and silver
CLM-401741
Received 2026-09-19T10:49:20Z, line 55,001 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 | larry | Larry | Changed |
| Middle | — | — | Unchanged |
| Last name | gutierrez | Gutierrez | Changed |
| Date of birth | 05/23/1974 | 1974-05-23 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-44338-82 | UHC-44338-82 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| UNKNOWN | — | Cleared | |
| Address | 8354 Indian School Road | 8354 Indian School Rd | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77012 | 77012 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.78
- Name key
- larry|gutierrez
- Address key
- 8354|indian school|77012
- Canonical first
- larry
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-102287 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401742 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-042710
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Larry Gutierrez, 1974-05-23, 3 records, Verified
Evidence
Matched against ENR-102287
| 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
5 hash-chained entries for this record
- Record linked automaticallyd691c28c532026-10-19 19:54:39, matching_agentidentity id MBR-042710, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102287
- Record linked automatically58065b19e12026-10-19 19:52:09, matching_agentidentity id MBR-042710, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102287
- Record linked automatically69a74fac012026-10-19 19:45:42, matching_agentidentity id MBR-042710, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102287
- Record linked automatically8a81cc18562026-10-19 19:32:31, matching_agentidentity id MBR-042710, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102287
- Record linked automatically6baf43daff2026-10-19 19:31:28, matching_agentidentity id MBR-009616, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401740