Record, CLM, bronze and silver
CLM-416749
Received 2026-09-01T07:59:10Z, line 246 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 | LAUREN | Lauren | Changed |
| Middle | — | — | Unchanged |
| Last name | RILEY | Riley | Changed |
| Date of birth | 01/08/1952 | 1952-01-08 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-01311-77 | UHC-01311-77 | Unchanged |
| SSN | •••-••-1921 | •••-••-1921 | Unchanged |
| Phone | - | — | Cleared |
| null | — | Cleared | |
| Address | 1156 Hillcrest Road | 1156 Hillcrest Rd | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-6480 | GRP-6480 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- lauren|riley
- Address key
- 1156|hillcrest|minneapolis
- Canonical first
- lauren
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-121992 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-416748 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023603
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lauren Riley, 1952-01-08, 3 records, Verified
Evidence
Matched against ENR-121992
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically1607772cc52026-10-19 19:54:38, matching_agentidentity id MBR-023603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121992
- Record linked automatically171c1708ab2026-10-19 19:52:09, matching_agentidentity id MBR-023603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121992
- Record linked automaticallyc5893b4c902026-10-19 19:45:42, matching_agentidentity id MBR-023603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121992
- Record linked automatically11e9a1788c2026-10-19 19:32:31, matching_agentidentity id MBR-023603, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121992
- Record linked automatically8aff66d1872026-10-19 19:31:28, scoring_agentidentity id MBR-012459, confidence 1, method probabilistic, matched record TPA-57320, policy version 1