Record, CLM, bronze and silver
CLM-413918
Received 2026-01-13T03:33:16Z, line 53,396 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 | BARBARA | Barbara | Changed |
| Middle | — | — | Unchanged |
| Last name | STEPHENS | Stephens | Changed |
| Date of birth | 20080803 | 2008-08-03 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-27000-56 | UHC-27000-56 | Unchanged |
| SSN | •••-••-9755 | •••-••-9755 | Unchanged |
| Phone | 17179503033 | 7179503033 | Parsed |
| — | — | Unchanged | |
| Address | UNKNOWN | — | Cleared |
| City | N/A | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | null·· | — | Cleared |
| Group | GRP-6070 | GRP-6070 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.90
- Name key
- barbara|stephens
- Address key
- —
- Canonical first
- barbara
Quality flags
5 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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-118201 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-413917 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-24030 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-003853
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Barbara Stephens, 2008-08-03, 4 records, Verified
Evidence
Matched against ENR-118201
| 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 |
Audit
6 hash-chained entries for this record
- Record linked automatically36e6cc6ed82026-10-22 12:43:53, matching_agentidentity id MBR-003853, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118201
- Record linked automaticallyaa4476aa252026-10-19 19:54:38, matching_agentidentity id MBR-003853, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118201
- Record linked automatically6d473b7eb82026-10-19 19:52:08, matching_agentidentity id MBR-003853, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118201
- Record linked automaticallyfd7e43d8682026-10-19 19:45:42, matching_agentidentity id MBR-003853, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118201
- Record linked automatically7682118df42026-10-19 19:32:31, matching_agentidentity id MBR-003853, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118201
- Record linked automatically79097bbcc32026-10-19 19:31:28, matching_agentidentity id MBR-003778, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-118301