Record, CLM, bronze and silver
CLM-430255
Received 2026-08-18T18:44:28Z, line 81,946 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 | BARNSE | Barnse | Changed |
| Date of birth | 1993-09-09 | 1993-09-09 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | ·UHC-56768-28 | UHC-56768-28 | Parsed |
| SSN | •••-••-3740 | •••-••-3740 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | N/A | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-4394 | GRP-4394 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.94
- Name key
- lauren|barnse
- Address key
- —
- Canonical first
- lauren
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-139712 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-28863 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014650
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Lauren Barnes, 1993-09-09, 4 records, Verified
Evidence
Matched against ENR-139712
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically17f2c449512026-10-22 12:43:54, matching_agentidentity id MBR-014650, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139712
- Record linked automaticallyf5bf4a857f2026-10-19 19:54:38, matching_agentidentity id MBR-014650, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139712
- Record linked automatically23ae4a21b42026-10-19 19:52:09, matching_agentidentity id MBR-014650, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139712
- Record linked automatically2ded4b92472026-10-19 19:45:42, matching_agentidentity id MBR-014650, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139712
- Record linked automatically44922e9f422026-10-19 19:32:31, matching_agentidentity id MBR-014650, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-139712
- Record linked automatically3a535ef9832026-10-19 19:31:28, matching_agentidentity id MBR-027521, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63280