Record, CLM, bronze and silver
CLM-428571
Received 2026-07-21T14:23:35Z, line 73,775 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 | kayla | Kayla | Changed |
| Middle | — | — | Unchanged |
| Last name | knight | Knight | Changed |
| Date of birth | 1977-10-25 | 1977-10-25 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-89655-06 | UHC-89655-06 | Unchanged |
| SSN | •••-••-5567 | •••-••-5567 | Unchanged |
| Phone | UNKNOWN·· | — | Cleared |
| ·N/A | — | Cleared | |
| Address | UNKNOWN | — | Cleared |
| City | - | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | null | — | Cleared |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.94
- Name key
- kayla|knight
- Address key
- —
- Canonical first
- kayla
Quality flags
3 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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-428570 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-428572 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-137493 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-030527
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kayla Knight, 1977-10-25, 4 records, Verified
Evidence
Matched against CLM-428572
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
6 hash-chained entries for this record
- Record linked automatically63f19844432026-10-22 12:43:54, matching_agentidentity id MBR-030527, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428572
- Record linked automatically30aa047ae72026-10-19 19:54:38, matching_agentidentity id MBR-030527, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428572
- Record linked automaticallye765892f1a2026-10-19 19:52:09, matching_agentidentity id MBR-030527, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428572
- Record linked automaticallyd2d9de753a2026-10-19 19:45:42, matching_agentidentity id MBR-030527, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428572
- Record linked automaticallyacdc03c3602026-10-19 19:32:31, matching_agentidentity id MBR-030527, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428572
- Record linked automaticallyd739c9e8df2026-10-19 19:31:28, scoring_agentidentity id MBR-010124, confidence 1, method probabilistic, matched record ENR-137751, policy version 1