Record, CLM, bronze and silver
CLM-428018
Received 2026-04-01T13:37:04Z, line 70,373 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 | James, Andrew | Andrew | Changed |
| Middle | M. | M | Changed |
| Last name | — | James | Changed |
| Date of birth | 1938-01-24 | 1938-01-24 | Unchanged |
| Gender | ·null | — | Cleared |
| Member ID | UHC-35033-47 | UHC-35033-47 | Unchanged |
| SSN | •••-••-3961 | •••-••-3961 | Unchanged |
| Phone | (767) 530-7555 | 7675307555 | Parsed |
| null | — | Cleared | |
| Address | 7426 Forest Avenue | 7426 Forest Ave | Changed |
| City | JACKSONVILLE | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-4376 | GRP-4376 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.50
- Name key
- andrew|james
- Address key
- 7426|forest|jacksonville
- Canonical first
- andrew
Quality flags
7 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-428019 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-136738 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-62377 | 0.74 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023400
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Andrew James, 1938-01-24, 3 records, Verified
Evidence
Matched against CLM-428019
| 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 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd7951a7e302026-10-19 19:54:38, matching_agentidentity id MBR-023400, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428019
- Record linked automatically3c508972712026-10-19 19:52:09, matching_agentidentity id MBR-023400, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428019
- Record linked automatically73728ed3cd2026-10-19 19:45:42, matching_agentidentity id MBR-023400, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428019
- Record linked automatically79d1fb3ddf2026-10-19 19:32:31, matching_agentidentity id MBR-023400, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428019
- Record linked automatically31cd5f7ec42026-10-19 19:31:28, matching_agentidentity id MBR-023554, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428019