Record, CLM, bronze and silver
CLM-430344
Received 2026-03-07T19:43:36Z, line 60,789 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 | ·Margaret | Margaret | Changed |
| Middle | — | — | Unchanged |
| Last name | Fowler | Fowler | Unchanged |
| Date of birth | 1959-12-03 | 1959-12-03 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-04517-23 | UHC-04517-23 | Unchanged |
| SSN | •••-••-3412 | •••-••-3412 | Unchanged |
| Phone | (543) 555-1132 | 5435551132 | Parsed |
| null | — | Cleared | |
| Address | 3661 MAIN ST | 3661 Main St | Changed |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78721 | 78721 | Unchanged |
| Group | - | — | Cleared |
| Plan | ·OPTIONS-PPO | OPTIONS-PPO | Changed |
- Quality score
- 0.64
- Name key
- margaret|fowler
- Address key
- 3661|main|78721
- Canonical first
- margaret
Quality flags
6 raised during normalisation
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-139833 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430345 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-139832 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003710
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Margaret Fowler, 1959-12-03, 4 records, Verified
Evidence
Matched against ENR-139832
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallya52644d1b32026-10-22 12:43:53, matching_agentidentity id MBR-003710, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139832
- Record linked automatically68b83f04bf2026-10-19 19:54:38, matching_agentidentity id MBR-003710, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139832
- Record linked automatically188caa30802026-10-19 19:52:08, matching_agentidentity id MBR-003710, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139832
- Record linked automaticallyef3017572c2026-10-19 19:45:42, matching_agentidentity id MBR-003710, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139832
- Record linked automatically48181756fb2026-10-19 19:32:31, matching_agentidentity id MBR-003710, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139832
- Record linked automatically1f0e08757d2026-10-19 19:31:28, matching_agentidentity id MBR-004438, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-28878