Record, CLM, bronze and silver
CLM-400255
Received 2026-01-31T00:30:04Z, line 40,925 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 | Garcai, Marcus | Marcus | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Garcai | Changed |
| Date of birth | 01/10/86 | 1986-01-10 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | null | — | Cleared |
| Phone | (381) 931-3410 | 3819313410 | Parsed |
| — | — | Unchanged | |
| Address | 3958 Mesa Dr | 3958 Mesa Dr | Unchanged |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85246·· | 85246 | Changed |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.66
- Name key
- marcus|garcai
- Address key
- 3958|mesa|85246
- Canonical first
- marcus
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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-400256 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009027
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Marcus Garcia, 1986-01-10, 2 records, Verified
Evidence
Matched against CLM-400256
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyb2aa0692062026-10-22 12:43:54, scoring_agentidentity id MBR-009027, confidence 0.992, method probabilistic, matched record CLM-400256, policy version 1
- Record linked automatically931e1eefac2026-10-19 19:54:38, scoring_agentidentity id MBR-009027, confidence 0.992, method probabilistic, matched record CLM-400256, policy version 1
- Record linked automatically3d5ad9bbea2026-10-19 19:52:09, scoring_agentidentity id MBR-009027, confidence 0.992, method probabilistic, matched record CLM-400256, policy version 1
- Record linked automatically9f4c341bf82026-10-19 19:45:42, scoring_agentidentity id MBR-009027, confidence 0.992, method probabilistic, matched record CLM-400256, policy version 1
- Record linked automatically76fdb0bda52026-10-19 19:32:31, scoring_agentidentity id MBR-009027, confidence 0.992, method probabilistic, matched record CLM-400256, policy version 1
- Record linked automatically45656f0ebb2026-10-19 19:31:28, scoring_agentidentity id MBR-006532, confidence 1, method probabilistic, matched record TPA-50103, policy version 1