Record, CLM, bronze and silver
CLM-411937
Received 2026-05-11T14:57:52Z, line 10,073 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 | Keith | Keith | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Ramirez | Ramirez | Unchanged |
| Date of birth | 1954-06-19 | 1954-06-19 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-9004 | •••-••-9004 | Unchanged |
| Phone | +1 484 264 2072 | 4842642072 | Parsed |
| - | — | Cleared | |
| Address | 9683 GRAND AVE | 9683 Grand Ave | Changed |
| City | TEMPE | Tempe | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85201 | 85201 | Unchanged |
| Group | GRP-3066 | GRP-3066 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.78
- Name key
- keith|ramirez
- Address key
- 9683|grand|85201
- Canonical first
- keith
Quality flags
5 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
- City re-casedCity re-cased to Title Case
- 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-411939 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-115716 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-411938 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-026354
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Keith Ramirez, 1954-06-19, 4 records, Verified
Evidence
Matched against ENR-115716
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.00 | 2.0 | different |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf2865451282026-10-22 12:43:54, matching_agentidentity id MBR-026354, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-115716
- Record linked automatically49fae992882026-10-19 19:54:38, matching_agentidentity id MBR-026354, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-115716
- Record linked automatically62dade3f2d2026-10-19 19:52:09, matching_agentidentity id MBR-026354, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-115716
- Record linked automatically1bf9a3948f2026-10-19 19:45:42, matching_agentidentity id MBR-026354, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-115716
- Record linked automatically2ddc2495402026-10-19 19:32:31, matching_agentidentity id MBR-026354, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-115716
- Record linked automatically27130c2bb02026-10-19 19:31:28, matching_agentidentity id MBR-003907, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115826