Record, CLM, bronze and silver
CLM-420703
Received 2026-08-15T14:50:52Z, line 32,105 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 | Lauren | Lauren | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Gutierrez | Gutierrez | Unchanged |
| Date of birth | 1942-10-10 | 1942-10-10 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-2031 | •••-••-2031 | Unchanged |
| Phone | ·440.908.3769 | 4409083769 | Parsed |
| — | — | Unchanged | |
| Address | NULL | — | Cleared |
| City | NULL | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-2922 | GRP-2922 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.94
- Name key
- lauren|gutierrez
- Address key
- —
- Canonical first
- lauren
Quality flags
3 raised during normalisation
- 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 |
|---|---|---|---|---|
| CLM-420702 | 1.00 | Scored | — | Auto-linked |
| TPA-59082 | 1.00 | Scored | — | Auto-linked |
| TPA-59083 | 1.00 | Scored | — | Auto-linked |
| ENR-127217 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031367
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Gutierrez, 1942-10-10, 6 records, Verified
Evidence
Matched against CLM-420702
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically8d8b2400942026-10-19 19:54:38, scoring_agentidentity id MBR-031367, confidence 1, method probabilistic, matched record CLM-420702, policy version 1
- Record linked automatically945b756fd82026-10-19 19:52:09, scoring_agentidentity id MBR-031367, confidence 1, method probabilistic, matched record CLM-420702, policy version 1
- Record linked automaticallyab1ee168142026-10-19 19:45:42, scoring_agentidentity id MBR-031367, confidence 1, method probabilistic, matched record CLM-420702, policy version 1
- Record linked automatically0dc3f3f1ce2026-10-19 19:32:31, scoring_agentidentity id MBR-031367, confidence 1, method probabilistic, matched record CLM-420702, policy version 1
- Record linked automatically3a0512654b2026-10-19 19:31:28, matching_agentidentity id MBR-000959, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420702