Record, CLM, bronze and silver
CLM-421036
Received 2026-05-27T16:32:25Z, line 53,472 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 | Lori | Lori | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ruiz | Ruiz | Unchanged |
| Date of birth | 2004-02-12 | 2004-02-12 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | ·UHC-96459-94 | UHC-96459-94 | Parsed |
| SSN | •••-••-2439 | •••-••-2439 | Unchanged |
| Phone | 816-684-4985 | 8166844985 | Parsed |
| LORI.RUIZ84@YAHOO.COM | lori.ruiz84@yahoo.com | Changed | |
| Address | 5235 Forest Avenue | 5235 Forest Ave | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33117 | 33117 | Unchanged |
| Group | GRP-9936 | GRP-9936 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.76
- Name key
- lori|ruiz
- Address key
- 5235|forest|33117
- Canonical first
- lori
Quality flags
6 raised during normalisation
- 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
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| ENR-127619 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-127620 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421035 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-59247 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005860
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lori Ruiz, 2004-02-12, 5 records, Verified
Evidence
Matched against CLM-421035
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically5ecedaf6332026-10-19 19:54:38, matching_agentidentity id MBR-005860, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421035
- Record linked automatically33d68ccdea2026-10-19 19:52:08, matching_agentidentity id MBR-005860, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421035
- Record linked automaticallye98c288ee32026-10-19 19:45:42, matching_agentidentity id MBR-005860, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421035
- Record linked automatically34e26c8f5a2026-10-19 19:32:31, matching_agentidentity id MBR-005860, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-421035
- Record linked automaticallyb1873c2ab02026-10-19 19:31:28, scoring_agentidentity id MBR-015127, confidence 0.995, method probabilistic, matched record TPA-59177, policy version 1