Record, CLM, bronze and silver
CLM-415847
Received 2026-08-23T22:14:41Z, line 4,401 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 | FATIMA | Fatima | Changed |
| Middle | C. | C | Changed |
| Last name | RUIZ | Ruiz | Changed |
| Date of birth | 1998-12-07 | 1998-12-07 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-33575-16 | UHC-33575-16 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 906.357.6772 | 9063576772 | Parsed |
| — | — | Unchanged | |
| Address | 6908 Forest Avenue | 6908 Forest Ave | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33636-7120 | 33636 | Changed |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.50
- Name key
- fatima|ruiz
- Address key
- 6908|forest|33636
- Canonical first
- fatima
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-120867 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-042356
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Fatima Riuz, 1998-12-07, 2 records, Verified
Evidence
Matched against ENR-120867
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 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 automaticallya8e152616b2026-10-22 12:43:55, matching_agentidentity id MBR-042356, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-120867
- Record linked automaticallybc537716f72026-10-19 19:54:39, matching_agentidentity id MBR-042356, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-120867
- Record linked automatically34c1ceb4a12026-10-19 19:52:09, matching_agentidentity id MBR-042356, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-120867
- Record linked automaticallybda22f6e3e2026-10-19 19:45:42, matching_agentidentity id MBR-042356, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-120867
- Record linked automatically863ab64d582026-10-19 19:32:31, matching_agentidentity id MBR-042356, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-120867
- Record linked automatically9b051457dd2026-10-19 19:31:28, matching_agentidentity id MBR-026164, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-120738