Record, CLM , bronze and silver
CLM-403893
Received 2026-02-14T09:32:54Z, line 87,867 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | BETTY | Betty | Changed |
| Middle | Y | Y | Unchanged |
| Last name | WILLIS | Willis | Changed |
| Date of birth | ·12-05-2006 | 2006-05-12 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-26725-43 | UHC-26725-43 | Unchanged |
| SSN | •••-••-5246 | •••-••-5246 | Unchanged |
| Phone | (941) 331-9643 | 9413319643 | Parsed |
| null | — | Cleared | |
| Address | N/A | — | Cleared |
| City | — | — | Unchanged |
| State | NULL | — | Cleared |
| ZIP | ···· | — | Unchanged |
| Group | GRP-6437 | GRP-6437 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.90
- Name key
- betty|willis
- Address key
- —
- Canonical first
- betty
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)
- 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-403892 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-21093 | 0.99 | Scored | — | Auto-linked |
| TPA-51689 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001774
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Betty Willis, 2006-05-12, 4 records, Verified
Evidence
Matched against PRV-21093
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallybf3a0b05fb2026-10-22 12:43:53, scoring_agentidentity id MBR-001774, confidence 0.99, method probabilistic, matched record PRV-21093, policy version 1
- Record linked automatically2be9debe4c2026-10-19 19:54:38, scoring_agentidentity id MBR-001774, confidence 0.99, method probabilistic, matched record PRV-21093, policy version 1
- Record linked automaticallyf57257c5262026-10-19 19:52:08, scoring_agentidentity id MBR-001774, confidence 0.99, method probabilistic, matched record PRV-21093, policy version 1
- Record linked automatically26dc21c78d2026-10-19 19:45:41, scoring_agentidentity id MBR-001774, confidence 0.99, method probabilistic, matched record PRV-21093, policy version 1
- Record linked automaticallyd9e30de6002026-10-19 19:32:31, scoring_agentidentity id MBR-001774, confidence 0.99, method probabilistic, matched record PRV-21093, policy version 1
- Record linked automatically6cd2c57ca92026-10-19 19:31:28, matching_agentidentity id MBR-012859, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-51741