Record, CLM, bronze and silver
CLM-400152
Received 2026-05-24T04:50:04Z, line 93,777 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 | Debra | Debra | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Lawson·· | Lawson | Changed |
| Date of birth | 20011017 | 2001-10-17 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC1819656 | UHC-18196-56 | Parsed |
| SSN | - | — | Cleared |
| Phone | 230.475.5415 | 2304755415 | Parsed |
| — | — | Unchanged | |
| Address | 4762 CEDAR LN | 4762 Cedar Ln | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85277 | 85277 | Unchanged |
| Group | GRP-8395 | GRP-8395 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.74
- Name key
- debra|lawson
- Address key
- 4762|cedar|85277
- Canonical first
- debra
Quality flags
7 raised during normalisation
- 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-100219 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-017949
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Debra Lawson, 2001-10-17, 2 records, Verified
Evidence
Matched against ENR-100219
| 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 automaticallybd9636bf662026-10-22 12:43:54, matching_agentidentity id MBR-017949, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100219
- Record linked automatically5e8332a7212026-10-19 19:54:38, matching_agentidentity id MBR-017949, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100219
- Record linked automatically2e648e4ba72026-10-19 19:52:09, matching_agentidentity id MBR-017949, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100219
- Record linked automatically1388f7c8272026-10-19 19:45:42, matching_agentidentity id MBR-017949, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100219
- Record linked automaticallye9c91891202026-10-19 19:32:31, matching_agentidentity id MBR-017949, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-100219