Record, CLM, bronze and silver
CLM-423242
Received 2026-08-14T02:52:21Z, line 27,036 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 | NICOLE | Nicole | Changed |
| Middle | — | — | Unchanged |
| Last name | MITCHELL | Mitchell | Changed |
| Date of birth | 03-06-1993 | 1993-06-03 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-23875-61 | UHC-23875-61 | Unchanged |
| SSN | •••-••-1780 | •••-••-1780 | Parsed |
| Phone | 412-484-8918 | 4124848918 | Parsed |
| — | — | Unchanged | |
| Address | UNKNOWN | — | Cleared |
| City | ·· | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-2104 | GRP-2104 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- nicole|mitchell
- Address key
- —
- Canonical first
- nicole
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
- SSN last four extractedLast four digits of SSN extracted from a longer or punctuated 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 |
|---|---|---|---|---|
| ENR-130391 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-130392 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013080
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Nicole Mitchell, 1993-06-03, 3 records, Verified
Evidence
Matched against ENR-130392
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically097454d6632026-10-22 12:43:54, matching_agentidentity id MBR-013080, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130392
- Record linked automaticallyd2756f06c72026-10-19 19:54:38, matching_agentidentity id MBR-013080, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130392
- Record linked automatically99cd5532592026-10-19 19:52:09, matching_agentidentity id MBR-013080, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130392
- Record linked automaticallyc3273ec3d22026-10-19 19:45:42, matching_agentidentity id MBR-013080, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130392
- Record linked automatically46a06e030a2026-10-19 19:32:31, matching_agentidentity id MBR-013080, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130392
- Record linked automatically4b4e3a45792026-10-19 19:31:28, matching_agentidentity id MBR-007855, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130605