Record, CLM, bronze and silver
CLM-427123
Received 2026-01-15T19:02:09Z, line 35,060 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 | jeremy | Jeremy | Changed |
| Middle | — | — | Unchanged |
| Last name | chen | Chen | Changed |
| Date of birth | 2007-05-25 | 2007-05-25 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-9025 | •••-••-9025 | Unchanged |
| Phone | 7105583 | — | Cleared |
| - | — | Cleared | |
| Address | 2206 Spring Street | 2206 Spring St | Changed |
| City | ·Fresno | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-7926 | GRP-7926 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.50
- Name key
- jeremy|chen
- Address key
- 2206|spring|fresno
- Canonical first
- jeremy
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone missing area codePhone had only seven digits (no area code); cleared
- 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 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-135573 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-427122 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000687
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Jeremy Chen, 2007-05-25, 3 records, Verified
Evidence
Matched against ENR-135573
| 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 automatically2698a3c3a72026-10-19 19:54:38, matching_agentidentity id MBR-000687, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-135573
- Record linked automatically4398dd40c42026-10-19 19:52:08, matching_agentidentity id MBR-000687, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-135573
- Record linked automatically82be7511a82026-10-19 19:45:41, matching_agentidentity id MBR-000687, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-135573
- Record linked automaticallyf8b1bae0882026-10-19 19:32:31, matching_agentidentity id MBR-000687, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-135573
- Record linked automatically0be9339ab82026-10-19 19:31:28, scoring_agentidentity id MBR-005863, confidence 1, method probabilistic, matched record PRV-27955, policy version 1