Record, CLM, bronze and silver
CLM-403843
Received 2026-07-30T10:11:07Z, line 72,935 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 | KIMBERLY | Kimberly | Changed |
| Middle | T | T | Unchanged |
| Last name | CRUZ | Cruz | Changed |
| Date of birth | 18-03-1967 | 1967-03-18 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-50312-75 | UHC-50312-75 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 5488227857 | 5488227857 | Unchanged |
| null | — | Cleared | |
| Address | 8056 Camelback Rd | 8056 Camelback Rd | Unchanged |
| City | Columbus | Columbus | Unchanged |
| State | Ohio | OH | Changed |
| ZIP | 43228 | 43228 | Unchanged |
| Group | GRP-0455 | GRP-0455 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.66
- Name key
- kimberly|cruz
- Address key
- 8056|camelback|43228
- Canonical first
- kimberly
Quality flags
5 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)
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-403844 | 1.00 | Scored | — | Auto-linked |
| ENR-104990 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403842 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-004978
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Cruz, 1967-03-18, 4 records, Verified
Evidence
Matched against CLM-403844
| 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
6 hash-chained entries for this record
- Record linked automatically1a16feca202026-10-22 12:43:53, scoring_agentidentity id MBR-004978, confidence 1, method probabilistic, matched record CLM-403844, policy version 1
- Record linked automaticallyfdc3b16fa12026-10-19 19:54:38, scoring_agentidentity id MBR-004978, confidence 1, method probabilistic, matched record CLM-403844, policy version 1
- Record linked automaticallyd384783c922026-10-19 19:52:08, scoring_agentidentity id MBR-004978, confidence 1, method probabilistic, matched record CLM-403844, policy version 1
- Record linked automatically67c8849e4e2026-10-19 19:45:42, scoring_agentidentity id MBR-004978, confidence 1, method probabilistic, matched record CLM-403844, policy version 1
- Record linked automaticallyc4a83bbd2d2026-10-19 19:32:31, scoring_agentidentity id MBR-004978, confidence 1, method probabilistic, matched record CLM-403844, policy version 1
- Record linked automatically4f7c45f80a2026-10-19 19:31:28, matching_agentidentity id MBR-010709, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-105004