Record, CLM, bronze and silver
CLM-419586
Received 2026-10-09T02:17:35Z, line 89,862 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 | KAREN·· | Karen | Changed |
| Middle | — | — | Unchanged |
| Last name | STEWART | Stewart | Changed |
| Date of birth | 0202-20-00 | — | Cleared |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-6135 | •••-••-6135 | Unchanged |
| Phone | (398) 520-2442 | 3985202442 | Parsed |
| NULL | — | Cleared | |
| Address | 6295 Lincoln Way | 6295 Lincoln Way | Unchanged |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85228 | 85228 | Unchanged |
| Group | GRP-5266 | GRP-5266 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- karen|stewart
- Address key
- 6295|lincoln|85228
- Canonical first
- karen
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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-419588 | 1.00 | Scored | — | Auto-linked |
| ENR-125807 | 0.99 | Scored | — | Auto-linked |
| TPA-58640 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017304
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Stewart, 2000-02-02, 5 records, Verified
Evidence
Matched against CLM-419588
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically77eeb399632026-10-19 19:54:38, scoring_agentidentity id MBR-017304, confidence 1, method probabilistic, matched record CLM-419588, policy version 1
- Record linked automatically43c6c88dc12026-10-19 19:52:09, scoring_agentidentity id MBR-017304, confidence 1, method probabilistic, matched record CLM-419588, policy version 1
- Record linked automaticallybcf3db6b3e2026-10-19 19:45:42, scoring_agentidentity id MBR-017304, confidence 1, method probabilistic, matched record CLM-419588, policy version 1
- Record linked automatically23908955292026-10-19 19:32:31, scoring_agentidentity id MBR-017304, confidence 1, method probabilistic, matched record CLM-419588, policy version 1
- Record linked automatically8fd3c933892026-10-19 19:31:28, matching_agentidentity id MBR-023455, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125694