Record, CLM, bronze and silver
CLM-426757
Received 2026-01-08T02:13:38Z, line 12,883 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Karen | Karen | Unchanged |
| Middle | Y | Y | Unchanged |
| Last name | Herrera | Herrera | Unchanged |
| Date of birth | 6/10/1997 | 1997-06-10 | Parsed |
| Gender | N/A | — | Cleared |
| Member ID | N/A | — | Cleared |
| SSN | null | — | Cleared |
| Phone | ·214-789-7640 | 2147897640 | Parsed |
| — | — | Unchanged | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | N/A | — | Cleared |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-0554 | GRP-0554 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.92
- Name key
- karen|herrera
- Address key
- —
- Canonical first
- karen
Quality flags
4 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
- 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-135111 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-002259
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Karn Herrera, 1997-06-10, 2 records, Verified
Evidence
Matched against ENR-135111
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically7ade538d432026-10-22 12:43:53, scoring_agentidentity id MBR-002259, confidence 0.993, method probabilistic, matched record ENR-135111, policy version 1
- Record linked automaticallyd12d3a81f12026-10-19 19:54:38, scoring_agentidentity id MBR-002259, confidence 0.993, method probabilistic, matched record ENR-135111, policy version 1
- Record linked automaticallyf30136703e2026-10-19 19:52:08, scoring_agentidentity id MBR-002259, confidence 0.993, method probabilistic, matched record ENR-135111, policy version 1
- Record linked automatically578cdd48262026-10-19 19:45:41, scoring_agentidentity id MBR-002259, confidence 0.993, method probabilistic, matched record ENR-135111, policy version 1
- Record linked automatically738bb4efe52026-10-19 19:32:31, scoring_agentidentity id MBR-002259, confidence 0.993, method probabilistic, matched record ENR-135111, policy version 1
- Record linked automatically045deb8f262026-10-19 19:31:28, matching_agentidentity id MBR-042627, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135370