Record, CLM, bronze and silver
CLM-431468
Received 2026-07-21T11:37:52Z, line 84,189 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 | HEATHER | Heather | Changed |
| Middle | — | — | Unchanged |
| Last name | KIM | Kim | Changed |
| Date of birth | 2006-01-04·· | 2006-01-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-33481-45 | UHC-33481-45 | Unchanged |
| SSN | •••-••-9125 | •••-••-9125 | Unchanged |
| Phone | 631.858.7406 | 6318587406 | Parsed |
| NULL | — | Cleared | |
| Address | 4203 Harbor Blvd | 4203 Harbor Blvd | Unchanged |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85255 | 85255 | Unchanged |
| Group | GRP-3229 | GRP-3229 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.92
- Name key
- heather|kim
- Address key
- 4203|harbor|85255
- Canonical first
- heather
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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-141326 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-431467 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-63897 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-431469 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006311
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Heather Kim, 2006-01-04, 4 records, Verified
Evidence
Matched against CLM-431467
| 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 automatically0c97b066302026-10-19 19:54:38, matching_agentidentity id MBR-006311, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431467
- Record linked automaticallyf6a84c4ff02026-10-19 19:52:09, matching_agentidentity id MBR-006311, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431467
- Record linked automaticallyf8220dc39b2026-10-19 19:45:42, matching_agentidentity id MBR-006311, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431467
- Record linked automatically92318920cb2026-10-19 19:32:31, matching_agentidentity id MBR-006311, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-431467
- Record linked automaticallycc5736845b2026-10-19 19:31:28, scoring_agentidentity id MBR-012917, confidence 1, method probabilistic, matched record ENR-141537, policy version 1