Record, CLM, bronze and silver
CLM-423828
Received 2026-02-15T09:01:52Z, line 50,752 of the CLM feed
CLMScored
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 | O | O | Unchanged |
| Last name | GUZMAN | Guzman | Changed |
| Date of birth | 05/15/1992·· | 1992-05-15 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-33667-52 | UHC-33667-52 | Unchanged |
| SSN | null | — | Cleared |
| Phone | (438) 672-2012 | 4386722012 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 4778 Sage Court #798 | 4778 Sage Ct # 798 | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85773 | 85773 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.60
- Name key
- andrea|guzman
- Address key
- 4778|sage|85773
- 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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-423827 | 1.00 | Scored | — | Auto-linked |
| TPA-60478 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-60479 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013241
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Andrea Guzman, 1992-05-15, 4 records, Verified
Evidence
Matched against CLM-423827
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallya2a6c849912026-10-19 19:54:38, scoring_agentidentity id MBR-013241, confidence 1, method probabilistic, matched record CLM-423827, policy version 1
- Record linked automaticallyf346dda8002026-10-19 19:52:09, scoring_agentidentity id MBR-013241, confidence 1, method probabilistic, matched record CLM-423827, policy version 1
- Record linked automatically0d0c3cbb212026-10-19 19:45:42, scoring_agentidentity id MBR-013241, confidence 1, method probabilistic, matched record CLM-423827, policy version 1
- Record linked automaticallye1484982ad2026-10-19 19:32:31, scoring_agentidentity id MBR-013241, confidence 1, method probabilistic, matched record CLM-423827, policy version 1
- Record linked automatically5e202f24dc2026-10-19 19:31:28, scoring_agentidentity id MBR-011026, confidence 1, method probabilistic, matched record ENR-131367, policy version 1