Record, CLM, bronze and silver
CLM-426679
Received 2026-02-25T19:11:22Z, line 81,604 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 | RACHEL | Rachel | Changed |
| Middle | — | — | Unchanged |
| Last name | FOWLER | Fowler | Changed |
| Date of birth | 04-06-1961 | 1961-06-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-9297 | •••-••-9297 | Parsed |
| Phone | 983-819-2153 | 9838192153 | Parsed |
| - | — | Cleared | |
| Address | 8131 Sunset Boulevard | 8131 Sunset Blvd | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85069 | 85069 | Unchanged |
| Group | GRP-5802 | GRP-5802 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- rachel|fowler
- Address key
- 8131|sunset|85069
- Canonical first
- rachel
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
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- 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-61782 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-134985 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015846
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Rachel Fowler, 1961-06-04, 3 records, Verified
Evidence
Matched against TPA-61782
| 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
5 hash-chained entries for this record
- Record linked automatically777f3305852026-10-19 19:54:38, matching_agentidentity id MBR-015846, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61782
- Record linked automatically479587b5912026-10-19 19:52:09, matching_agentidentity id MBR-015846, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61782
- Record linked automatically17b2b786f52026-10-19 19:45:42, matching_agentidentity id MBR-015846, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61782
- Record linked automatically064179c6af2026-10-19 19:32:31, matching_agentidentity id MBR-015846, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record TPA-61782
- Record linked automaticallyca5701e7cf2026-10-19 19:31:28, scoring_agentidentity id MBR-020238, confidence 1, method probabilistic, matched record TPA-61735, policy version 1