Record, CLM, bronze and silver
CLM-400124
Received 2026-03-15T19:43:37Z, line 15,620 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 | Joan | Joan | Unchanged |
| Middle | — | — | Unchanged |
| Last name | McDonald | McDonald | Unchanged |
| Date of birth | 02/27/1963 | 1963-02-27 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-70439-68 | UHC-70439-68 | Unchanged |
| SSN | •••-••-7607 | •••-••-7607 | Unchanged |
| Phone | ···· | — | Unchanged |
| ·· | — | Unchanged | |
| Address | 9124 MEADOW LANE | 9124 Meadow Ln | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32212 | 32212 | Unchanged |
| Group | GRP-8923 | GRP-8923 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.78
- Name key
- joan|mcdonald
- Address key
- 9124|meadow|32212
- Canonical first
- joan
Quality flags
5 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| CLM-400125 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-019901
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Joan McDonald, 1963-02-27, 2 records, Verified
Evidence
Matched against CLM-400125
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya0bd97c8a62026-10-22 12:43:54, matching_agentidentity id MBR-019901, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400125
- Record linked automatically073efb91122026-10-19 19:54:38, matching_agentidentity id MBR-019901, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400125
- Record linked automaticallyf528a4c7a42026-10-19 19:52:09, matching_agentidentity id MBR-019901, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400125
- Record linked automaticallyebab4cb1802026-10-19 19:45:42, matching_agentidentity id MBR-019901, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400125
- Record linked automatically73f5e8650a2026-10-19 19:32:31, matching_agentidentity id MBR-019901, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-400125
- Record linked automatically6ba7d2517e2026-10-19 19:31:28, scoring_agentidentity id MBR-003641, confidence 1, method probabilistic, matched record ENR-100204, policy version 1