Record, CLM, bronze and silver
CLM-424847
Received 2026-06-17T12:35:43Z, line 15,271 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 | Michelle | Michelle | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Gutierrez | Gutierrez | Unchanged |
| Date of birth | 1998-01-28·· | 1998-01-28 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-25707-51 | UHC-25707-51 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 638-768-0342 | 6387680342 | Parsed |
| MICHELLE.GUTIERREZ58@GMAIL.COM | michelle.gutierrez58@gmail.com | Changed | |
| Address | null | — | Cleared |
| City | null | — | Cleared |
| State | — | — | Unchanged |
| ZIP | ·- | — | Cleared |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.92
- Name key
- michelle|gutierrez
- Address key
- —
- Canonical first
- michelle
Quality flags
4 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Email lower-casedEmail lower-cased
- 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 |
|---|---|---|---|---|
| PRV-27295 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-60950 | 0.83 | Scored | — | Sent to steward |
| CLM-424846 | 0.83 | Scored | — | Sent to steward |
| PRV-27294 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011893
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Michelle Gutierrez, 1998-01-28, 5 records, Verified
Evidence
Matched against PRV-27295
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallyef506d87ac2026-10-22 12:43:54, matching_agentidentity id MBR-011893, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-27295
- Record linked automaticallyc62f34ad092026-10-19 19:54:38, matching_agentidentity id MBR-011893, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-27295
- Record linked automatically86342a438b2026-10-19 19:52:09, matching_agentidentity id MBR-011893, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-27295
- Record linked automaticallyfd42b47f802026-10-19 19:45:42, matching_agentidentity id MBR-011893, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-27295
- Record linked automatically9836e9687d2026-10-19 19:32:31, matching_agentidentity id MBR-011893, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-27295
- Record linked automatically7e02b3530a2026-10-19 19:31:28, scoring_agentidentity id MBR-007710, confidence 1, method probabilistic, matched record TPA-60937, policy version 1