Record, CLM, bronze and silver
CLM-420702
Received 2026-08-23T04:36:24Z, line 1,940 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 | ·10/10/1942 | 1942-10-10 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 440.908.3769 | 4409083769 | Parsed |
| — | — | Unchanged | |
| Address | 5474 Indian School Road | 5474 Indian School Rd | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85220-5524 | 85220 | Changed |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.62
- Name key
- lauren|gutierrez
- Address key
- 5474|indian school|85220
- Canonical first
- lauren
Quality flags
7 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
- 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+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| TPA-59082 | 1.00 | Scored | — | Auto-linked |
| TPA-59083 | 1.00 | Scored | — | Auto-linked |
| CLM-420703 | 1.00 | Scored | — | Auto-linked |
| ENR-127217 | 1.00 | Scored | — | Auto-linked |
| CLM-420701 | 0.83 | Scored | — | Sent to steward |
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-420703
| 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 automaticallyd45f02e9872026-10-19 19:54:38, scoring_agentidentity id MBR-031367, confidence 1, method probabilistic, matched record CLM-420703, policy version 1
- Record linked automatically9b2a6872d02026-10-19 19:52:09, scoring_agentidentity id MBR-031367, confidence 1, method probabilistic, matched record CLM-420703, policy version 1
- Record linked automaticallye6b40a63d42026-10-19 19:45:42, scoring_agentidentity id MBR-031367, confidence 1, method probabilistic, matched record CLM-420703, policy version 1
- Record linked automaticallyfb90f393d42026-10-19 19:32:31, scoring_agentidentity id MBR-031367, confidence 1, method probabilistic, matched record CLM-420703, policy version 1
- Record linked automatically9f446ee9032026-10-19 19:31:28, matching_agentidentity id MBR-000959, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420703