Record, CLM, bronze and silver
CLM-402473
Received 2026-02-13T01:07:43Z, line 46,171 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 | Judith·· | Judith | Changed |
| Middle | — | — | Unchanged |
| Last name | Lopez | Lopez | Unchanged |
| Date of birth | 1978-05-25 | 1978-05-25 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-1582 | •••-••-1582 | Unchanged |
| Phone | 945-574-3892 | 9455743892 | Parsed |
| — | — | Unchanged | |
| Address | 449 Washington St | 449 Washington St | Unchanged |
| City | Mesa | Mesa | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | N/A | — | Cleared |
| Group | GRP-4120 | GRP-4120 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.66
- Name key
- judith|lopez
- Address key
- 449|washington|mesa
- Canonical first
- judith
Quality flags
5 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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-103169 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-51052 | 0.78 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012637
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Judith Lopez, 1978-05-25, 3 records, Verified
Evidence
Matched against ENR-103169
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically597103eb822026-10-22 12:43:54, matching_agentidentity id MBR-012637, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103169
- Record linked automaticallycd1b77b32a2026-10-19 19:54:38, matching_agentidentity id MBR-012637, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103169
- Record linked automaticallyfbbb0c92282026-10-19 19:52:09, matching_agentidentity id MBR-012637, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103169
- Record linked automatically42d884fdfd2026-10-19 19:45:42, matching_agentidentity id MBR-012637, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103169
- Record linked automatically1902a8f5612026-10-19 19:32:31, matching_agentidentity id MBR-012637, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103169
- Record linked automatically70ac4bb0042026-10-19 19:31:28, matching_agentidentity id MBR-001154, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-402472