Record, CLM, bronze and silver
CLM-414674
Received 2026-10-05T21:14:40Z, line 69,396 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 | RACHEL | Rachel | Changed |
| Middle | — | — | Unchanged |
| Last name | RAY | Ray | Changed |
| Date of birth | 1956-09-26 | 1956-09-26 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-6296 | •••-••-6296 | Unchanged |
| Phone | ·· | — | Unchanged |
| N/A | — | Cleared | |
| Address | 4441 PALM DRIVE | 4441 Palm Dr | Changed |
| City | Fresno | Fresno | Unchanged |
| State | California | CA | Changed |
| ZIP | N/A | — | Cleared |
| Group | GRP-6454 | GRP-6454 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.50
- Name key
- rachel|ray
- Address key
- 4441|palm|fresno
- Canonical first
- rachel
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- 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-119314 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-56472 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028717
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Rachel Ray, 1956-09-26, 3 records, Verified
Evidence
Matched against ENR-119314
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallye6dc4be1db2026-10-19 19:54:38, matching_agentidentity id MBR-028717, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-119314
- Record linked automatically0fe6df31532026-10-19 19:52:09, matching_agentidentity id MBR-028717, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-119314
- Record linked automatically10b88299b02026-10-19 19:45:42, matching_agentidentity id MBR-028717, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-119314
- Record linked automatically29f92920322026-10-19 19:32:31, matching_agentidentity id MBR-028717, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-119314
- Record linked automatically87717b77692026-10-19 19:31:28, scoring_agentidentity id MBR-011657, confidence 1, method probabilistic, matched record TPA-56377, policy version 1