Record, CLM, bronze and silver
CLM-417193
Received 2026-07-19T09:26:04Z, line 12,190 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 | frances | Frances | Changed |
| Middle | — | — | Unchanged |
| Last name | hill | Hill | Changed |
| Date of birth | Jul 26, 1966 | 1966-07-26 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-9979 | •••-••-9979 | Unchanged |
| Phone | 5736357429 | 5736357429 | Unchanged |
| — | — | Unchanged | |
| Address | 7104 Jefferson Ave | 7104 Jefferson Ave | Unchanged |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85237 | 85237 | Unchanged |
| Group | NULL | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.94
- Name key
- frances|hill
- Address key
- 7104|jefferson|85237
- Canonical first
- frances
Quality flags
3 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)
- 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-57577 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-038163
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Frances Hill, 1966-07-26, 2 records, Verified
Evidence
Matched against TPA-57577
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf3a319a2942026-10-22 12:43:55, matching_agentidentity id MBR-038163, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-57577
- Record linked automaticallyf36f21e3962026-10-19 19:54:39, matching_agentidentity id MBR-038163, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-57577
- Record linked automatically4877fc0b662026-10-19 19:52:09, matching_agentidentity id MBR-038163, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-57577
- Record linked automatically2d25bab10c2026-10-19 19:45:42, matching_agentidentity id MBR-038163, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-57577
- Record linked automatically2c62509c602026-10-19 19:32:31, matching_agentidentity id MBR-038163, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-57577
- Record linked automatically9038ed96762026-10-19 19:31:28, matching_agentidentity id MBR-035533, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-417194