Record, CLM, bronze and silver
CLM-407659
Received 2026-06-10T01:43:55Z, line 78,265 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 | Sarah | Sarah | Unchanged |
| Middle | B | B | Unchanged |
| Last name | Ford | Ford | Unchanged |
| Date of birth | 10/1/1998 | 1998-10-01 | Parsed |
| Gender | ·Female | F | Parsed |
| Member ID | UHC-23807-49 | UHC-23807-49 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 18177010911 | 8177010911 | Parsed |
| SARAH.FORD@YAHOO.COM | sarah.ford@yahoo.com | Changed | |
| Address | 7721 Maple Avenue | 7721 Maple Ave | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85088 | 85088 | Unchanged |
| Group | GRP-2306 | GRP-2306 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.62
- Name key
- sarah|ford
- Address key
- 7721|maple|85088
- Canonical first
- sarah
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
- 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
- Email lower-casedEmail lower-cased
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-110052 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-034312
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sarah Ford, 1998-10-01, 2 records, Verified
Evidence
Matched against ENR-110052
| 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 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically831f7c97912026-10-22 12:43:55, matching_agentidentity id MBR-034312, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110052
- Record linked automatically4af05db7542026-10-19 19:54:39, matching_agentidentity id MBR-034312, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110052
- Record linked automaticallyba19f72a962026-10-19 19:52:09, matching_agentidentity id MBR-034312, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110052
- Record linked automatically30b25ee07e2026-10-19 19:45:42, matching_agentidentity id MBR-034312, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110052
- Record linked automatically1fe6f4c65b2026-10-19 19:32:31, matching_agentidentity id MBR-034312, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-110052
- Record linked automatically5964e950af2026-10-19 19:31:28, scoring_agentidentity id MBR-028863, confidence 1, method probabilistic, matched record CLM-407657, policy version 1