Record, CLM, bronze and silver
CLM-429904
Received 2026-01-20T04:29:05Z, line 62,593 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 | Prk, Janice | Janice | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Prk | Changed |
| Date of birth | Oct 21, 1971·· | 1971-10-21 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-86194-21 | UHC-86194-21 | Unchanged |
| SSN | •••-••-0717 | •••-••-0717 | Unchanged |
| Phone | +1 748 551 2400 | 7485512400 | Parsed |
| - | — | Cleared | |
| Address | 7404 MEADOW LN | 7404 Meadow Ln | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55363 | 55363 | Unchanged |
| Group | GRP-3953 | GRP-3953 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- janice|prk
- Address key
- 7404|meadow|55363
- Canonical first
- janice
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
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-139211 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-63197 | 0.99 | Scored | — | Auto-linked |
| TPA-63198 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005987
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Janice Park, 1971-10-21, 4 records, Verified
Evidence
Matched against ENR-139211
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically2ea9bd76562026-10-19 19:54:38, matching_agentidentity id MBR-005987, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139211
- Record linked automatically982edf27ce2026-10-19 19:52:08, matching_agentidentity id MBR-005987, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139211
- Record linked automaticallyff846f16ac2026-10-19 19:45:42, matching_agentidentity id MBR-005987, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139211
- Record linked automatically5c82960f312026-10-19 19:32:31, matching_agentidentity id MBR-005987, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139211
- Record linked automatically70cb0487832026-10-19 19:31:28, matching_agentidentity id MBR-001356, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-63115