Record, CLM, bronze and silver
CLM-417444
Received 2026-06-13T22:14:53Z, line 57,972 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 | CAROLYN | Carolyn | Changed |
| Middle | — | — | Unchanged |
| Last name | GUZMAN | Guzman | Changed |
| Date of birth | 08-06-1967·· | 1967-06-08 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-42076-73 | UHC-42076-73 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 461-310-7599 | 4613107599 | Parsed |
| — | — | Unchanged | |
| Address | 963 BAYSHORE DRIVE | 963 Bayshore Dr | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85739 | 85739 | Unchanged |
| Group | GRP-8325 | GRP-8325 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.74
- Name key
- carolyn|guzman
- Address key
- 963|bayshore|85739
- Canonical first
- carolyn
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)
- 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
- 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 |
|---|---|---|---|---|
| CLM-417443 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-122983 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-417445 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009457
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Carolyn Guzman, 1967-06-08, 4 records, Verified
Evidence
Matched against CLM-417445
| 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
5 hash-chained entries for this record
- Record linked automatically5469cca4892026-10-19 19:54:38, matching_agentidentity id MBR-009457, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417445
- Record linked automaticallybd66b53b5b2026-10-19 19:52:09, matching_agentidentity id MBR-009457, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417445
- Record linked automatically6785b3bd922026-10-19 19:45:42, matching_agentidentity id MBR-009457, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417445
- Record linked automatically62c5f6e0012026-10-19 19:32:31, matching_agentidentity id MBR-009457, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417445
- Record linked automatically854fe3e2b32026-10-19 19:31:28, matching_agentidentity id MBR-026441, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417442