Record, CLM, bronze and silver
CLM-425601
Received 2026-03-16T07:04:56Z, line 57,859 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 | Nichls, Kimberly | Kimberly | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Nichls | Changed |
| Date of birth | 1990-03-12 | 1990-03-12 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-32538-33 | UHC-32538-33 | Unchanged |
| SSN | •••-••-1296 | •••-••-1296 | Unchanged |
| Phone | 737-899-4702 | 7378994702 | Parsed |
| UNKNOWN·· | — | Cleared | |
| Address | 6697 CENTRAL AVE | 6697 Central Ave | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85729 | 85729 | Unchanged |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.66
- Name key
- kimberly|nichls
- Address key
- 6697|central|85729
- Canonical first
- kimberly
Quality flags
5 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
- 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-133496 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007250
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Kimberly Nichols, 1990-03-21, 2 records, Verified
Evidence
Matched against ENR-133496
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 0.60 | 3.0 | transposition |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically068a7dc40c2026-10-22 12:43:53, matching_agentidentity id MBR-007250, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-133496
- Record linked automatically40322a1fef2026-10-19 19:54:38, matching_agentidentity id MBR-007250, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-133496
- Record linked automatically7a94f36b162026-10-19 19:52:09, matching_agentidentity id MBR-007250, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-133496
- Record linked automaticallyc08cdd61142026-10-19 19:45:42, matching_agentidentity id MBR-007250, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-133496
- Record linked automatically9374c0ad692026-10-19 19:32:31, matching_agentidentity id MBR-007250, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-133496
- Record linked automatically7b387c11842026-10-19 19:31:28, matching_agentidentity id MBR-018131, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133785