Record, CLM, bronze and silver
CLM-418200
Received 2026-09-21T18:40:58Z, line 2,990 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 | Laura | Laura | Unchanged |
| Middle | ·· | — | Unchanged |
| Last name | Guzman | Guzman | Unchanged |
| Date of birth | 1971-04-20 | 1971-04-20 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | - | — | Cleared |
| Phone | +1 884 768 3138 | 8847683138 | Parsed |
| N/A | — | Cleared | |
| Address | 3197 Ridge Road Apt 3 | 3197 Ridge Rd Apt 3 | Changed |
| City | Plano | Plano | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75022-8131 | 75022 | Changed |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.52
- Name key
- laura|guzman
- Address key
- 3197|ridge|75022
- Canonical first
- laura
Quality flags
6 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- 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-123920 | 1.00 | Scored | — | Auto-linked |
| CLM-418199 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022803
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Laura Guzman, 1971-04-20, 2 records, Verified
Evidence
Matched against ENR-123920
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallye2a0d9772a2026-10-19 19:54:38, scoring_agentidentity id MBR-022803, confidence 1, method probabilistic, matched record ENR-123920, policy version 1
- Record linked automaticallyfbf8429f362026-10-19 19:52:09, scoring_agentidentity id MBR-022803, confidence 1, method probabilistic, matched record ENR-123920, policy version 1
- Record linked automatically6771a4acf12026-10-19 19:45:42, scoring_agentidentity id MBR-022803, confidence 1, method probabilistic, matched record ENR-123920, policy version 1
- Record linked automatically625964daae2026-10-19 19:32:31, scoring_agentidentity id MBR-022803, confidence 1, method probabilistic, matched record ENR-123920, policy version 1
- Record linked automaticallydfa06abbba2026-10-19 19:31:28, scoring_agentidentity id MBR-008159, confidence 1, method probabilistic, matched record ENR-123844, policy version 1