Record, CLM, bronze and silver
CLM-432427
Received 2026-04-12T07:36:03Z, line 16,554 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 | JUSTIN | Justin | Changed |
| Middle | — | — | Unchanged |
| Last name | CRUZ | Cruz | Changed |
| Date of birth | 19440918 | 1944-09-18 | Parsed |
| Gender | ·Female | F | Parsed |
| Member ID | UHC-59406-30 | UHC-59406-30 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 419.677.8148 | 4196778148 | Parsed |
| — | — | Unchanged | |
| Address | 2917 Ridge Rd | 2917 Ridge Rd | Unchanged |
| City | San Antonio | San Antonio | Unchanged |
| State | TX·· | TX | Changed |
| ZIP | UNKNOWN | — | Cleared |
| Group | - | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- justin|cruz
- Address key
- 2917|ridge|san antonio
- Canonical first
- justin
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- ZIP missingStreet address present but no ZIP supplied
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-432426 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-64307 | 0.94 | Scored | — | Auto-linked |
| TPA-64306 | 0.93 | Scored | — | Auto-linked |
| TPA-64308 | 0.91 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025368
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Justin Cruz, 1944-09-18, 5 records, Verified
Evidence
Matched against CLM-432426
| 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 automaticallyfa7161fdf32026-10-22 12:43:54, matching_agentidentity id MBR-025368, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432426
- Record linked automatically919b4d57232026-10-19 19:54:38, matching_agentidentity id MBR-025368, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432426
- Record linked automaticallye47e38675b2026-10-19 19:52:09, matching_agentidentity id MBR-025368, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432426
- Record linked automatically804f35d5e42026-10-19 19:45:42, matching_agentidentity id MBR-025368, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432426
- Record linked automatically931978ebfb2026-10-19 19:32:31, matching_agentidentity id MBR-025368, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432426
- Record linked automatically97f5a0915b2026-10-19 19:31:28, scoring_agentidentity id MBR-015494, confidence 0.985, method probabilistic, matched record CLM-432426, policy version 1