Record, CLM, bronze and silver
CLM-429035
Received 2026-06-10T23:56:07Z, line 22,185 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 | Emily | Emily | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Nichols | Nichols | Unchanged |
| Date of birth | 1955-03-08 | 1955-03-08 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-42390-85 | UHC-42390-85 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | (962) 202-2755 | 9622022755 | Parsed |
| null | — | Cleared | |
| Address | ·9636 UNION ST | 9636 Union St | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85257 | 85257 | Unchanged |
| Group | -·· | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.80
- Name key
- emily|nichols
- Address key
- 9636|union|85257
- Canonical first
- emily
Quality flags
4 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
- 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-138054 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-62831 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014866
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Emily Nichols, 1955-03-08, 3 records, Verified
Evidence
Matched against TPA-62831
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc3909654232026-10-19 19:54:38, matching_agentidentity id MBR-014866, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-62831
- Record linked automatically3ad5e88e252026-10-19 19:52:09, matching_agentidentity id MBR-014866, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-62831
- Record linked automaticallye646de34372026-10-19 19:45:42, matching_agentidentity id MBR-014866, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-62831
- Record linked automatically163e5fdc592026-10-19 19:32:31, matching_agentidentity id MBR-014866, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-62831
- Record linked automaticallyeaced9c43c2026-10-19 19:31:28, scoring_agentidentity id MBR-019798, confidence 1, method probabilistic, matched record PRV-28530, policy version 1