Record, CLM, bronze and silver
CLM-428882
Received 2026-07-04T23:37:01Z, line 53,303 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 | KYLE | Kyle | Changed |
| Middle | — | — | Unchanged |
| Last name | KELLY | Kelly | Changed |
| Date of birth | 11/14/1961·· | 1961-11-14 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC7612401 | UHC-76124-01 | Parsed |
| SSN | ···· | — | Unchanged |
| Phone | (413) 390-6145 | 4133906145 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | - | — | Cleared |
| City | N/A | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.88
- Name key
- kyle|kelly
- Address key
- —
- Canonical first
- kyle
Quality flags
6 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
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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 |
|---|---|---|---|---|
| ENR-137859 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-023845
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kyle Kelly, 1961-11-14, 2 records, Verified
Evidence
Matched against ENR-137859
| 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 automatically21dac79a942026-10-22 12:43:54, matching_agentidentity id MBR-023845, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137859
- Record linked automaticallyd731e61a912026-10-19 19:54:38, matching_agentidentity id MBR-023845, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137859
- Record linked automatically61de6a51e92026-10-19 19:52:09, matching_agentidentity id MBR-023845, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137859
- Record linked automatically3a29b095d52026-10-19 19:45:42, matching_agentidentity id MBR-023845, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137859
- Record linked automaticallyadc582c3cb2026-10-19 19:32:31, matching_agentidentity id MBR-023845, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137859
- Record linked automatically2aaf5e141f2026-10-19 19:31:28, matching_agentidentity id MBR-021710, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-138140