Record, CLM, bronze and silver
CLM-409420
Received 2026-08-16T21:39:36Z, line 52,790 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 | Richards | Richards | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Luis | Luis | Unchanged |
| Date of birth | 1969-08-21·· | 1969-08-21 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-28814-43 | UHC-28814-43 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 9204617339 | 9204617339 | Unchanged |
| N/A | — | Cleared | |
| Address | 6338 Indian School Road #705 | 6338 Indian School Rd # 705 | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85225 | 85225 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.52
- Name key
- richards|luis
- Address key
- 6338|indian school|85225
- Canonical first
- richards
Quality flags
6 raised during normalisation
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-409421 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-54087 | 0.98 | Scored | — | Auto-linked |
| TPA-54086 | 0.98 | Scored | — | Auto-linked |
| TPA-54085 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006113
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Luis Richards, 1969-08-21, 5 records, Verified
Evidence
Matched against CLM-409421
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically970e5859dd2026-10-19 19:54:38, matching_agentidentity id MBR-006113, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409421
- Record linked automatically0173c9c1fa2026-10-19 19:52:08, matching_agentidentity id MBR-006113, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409421
- Record linked automatically146efa0c2d2026-10-19 19:45:42, matching_agentidentity id MBR-006113, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409421
- Record linked automatically0852ab7bd42026-10-19 19:32:31, matching_agentidentity id MBR-006113, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409421
- Record linked automatically1b8bef922a2026-10-19 19:31:28, scoring_agentidentity id MBR-009693, confidence 1, method probabilistic, matched record TPA-54197, policy version 1