Record, CLM, bronze and silver
CLM-423539
Received 2026-03-16T07:14:45Z, line 40,966 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 | Marquez, Kyle | Kyle | Changed |
| Middle | U | U | Unchanged |
| Last name | — | Marquez | Changed |
| Date of birth | 5/17/1961 | 1961-05-17 | Parsed |
| Gender | null·· | — | Cleared |
| Member ID | uhc-33743-82 | UHC-33743-82 | Parsed |
| SSN | — | — | Unchanged |
| Phone | (689) 891-6313 | 6898916313 | Parsed |
| — | — | Unchanged | |
| Address | 3116 Main St | 3116 Main St | Unchanged |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85367 | 85367 | Unchanged |
| Group | — | — | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.78
- Name key
- kyle|marquez
- Address key
- 3116|main|85367
- Canonical first
- kyle
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
- 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-60358 | 1.00 | Scored | — | Auto-linked |
| ENR-130787 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-423538 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020019
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kyle Marquez, 1961-05-17, 4 records, Verified
Evidence
Matched against TPA-60358
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallyfff83694e12026-10-22 12:43:54, scoring_agentidentity id MBR-020019, confidence 1, method probabilistic, matched record TPA-60358, policy version 1
- Record linked automatically3ed44c03ca2026-10-19 19:54:38, scoring_agentidentity id MBR-020019, confidence 1, method probabilistic, matched record TPA-60358, policy version 1
- Record linked automatically0c8d8f51412026-10-19 19:52:09, scoring_agentidentity id MBR-020019, confidence 1, method probabilistic, matched record TPA-60358, policy version 1
- Record linked automaticallya976d0c8552026-10-19 19:45:42, scoring_agentidentity id MBR-020019, confidence 1, method probabilistic, matched record TPA-60358, policy version 1
- Record linked automatically14ac5adb2f2026-10-19 19:32:31, scoring_agentidentity id MBR-020019, confidence 1, method probabilistic, matched record TPA-60358, policy version 1
- Record linked automatically2c47f3da9a2026-10-19 19:31:28, scoring_agentidentity id MBR-005275, confidence 1, method probabilistic, matched record ENR-130996, policy version 1