Record, CLM, bronze and silver
CLM-425702
Received 2026-02-26T21:27:27Z, line 63,398 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 | ·Betty | Betty | Changed |
| Middle | M. | M | Changed |
| Last name | Willis·· | Willis | Changed |
| Date of birth | 17-07-1958 | 1958-07-17 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-6599 | •••-••-6599 | Unchanged |
| Phone | ·(951) 312-4114 | 9513124114 | Parsed |
| - | — | Cleared | |
| Address | 2735 Cedar Ln·· | 2735 Cedar Ln | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77086 | 77086 | Unchanged |
| Group | ···· | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.92
- Name key
- betty|willis
- Address key
- 2735|cedar|77086
- Canonical first
- betty
Quality flags
4 raised during normalisation
- 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 |
|---|---|---|---|---|
| TPA-61344 | 1.00 | Scored | — | Auto-linked |
| ENR-133617 | 1.00 | Scored | — | Auto-linked |
| PRV-27565 | 1.00 | Scored | — | Auto-linked |
| CLM-425701 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015683
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Betty Willis, 1958-07-17, 5 records, Verified
Evidence
Matched against PRV-27565
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically927906b0392026-10-22 12:43:54, scoring_agentidentity id MBR-015683, confidence 1, method probabilistic, matched record PRV-27565, policy version 1
- Record linked automaticallya6f57c63452026-10-19 19:54:38, scoring_agentidentity id MBR-015683, confidence 1, method probabilistic, matched record PRV-27565, policy version 1
- Record linked automatically9f5a773dc32026-10-19 19:52:09, scoring_agentidentity id MBR-015683, confidence 1, method probabilistic, matched record PRV-27565, policy version 1
- Record linked automatically0b708545f62026-10-19 19:45:42, scoring_agentidentity id MBR-015683, confidence 1, method probabilistic, matched record PRV-27565, policy version 1
- Record linked automatically3e8da0e40f2026-10-19 19:32:31, scoring_agentidentity id MBR-015683, confidence 1, method probabilistic, matched record PRV-27565, policy version 1
- Record linked automaticallyd029660ebb2026-10-19 19:31:28, matching_agentidentity id MBR-002814, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133920