Record, CLM, bronze and silver
CLM-422037
Received 2026-04-17T02:50:13Z, line 81,715 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 | Nichols, Abby | Abby | Changed |
| Middle | ·· | — | Unchanged |
| Last name | — | Nichols | Changed |
| Date of birth | 10/26/56 | 1956-10-26 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-31174-53 | UHC-31174-53 | Unchanged |
| SSN | •••-••-1700 | •••-••-1700 | Unchanged |
| Phone | — | — | Unchanged |
| ·N/A | — | Cleared | |
| Address | 4189 Elm Street | 4189 Elm St | Changed |
| City | Orlando | Orlando | Unchanged |
| State | Florida | FL | Changed |
| ZIP | 32889 | 32889 | Unchanged |
| Group | GRP-9354 | GRP-9354 | Unchanged |
| Plan | NULL | — | Cleared |
- Quality score
- 0.40
- Name key
- abigail|nichols
- Address key
- 4189|elm|32889
- Canonical first
- abigail
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| ENR-128850 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-422038 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-026262
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Abby Nichols, 1956-10-26, 3 records, Verified
Evidence
Matched against ENR-128850
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically4461d21db62026-10-19 19:54:38, matching_agentidentity id MBR-026262, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128850
- Record linked automatically211a30cf132026-10-19 19:52:09, matching_agentidentity id MBR-026262, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128850
- Record linked automaticallye707cb4cf42026-10-19 19:45:42, matching_agentidentity id MBR-026262, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128850
- Record linked automaticallybee4f5167e2026-10-19 19:32:31, matching_agentidentity id MBR-026262, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128850
- Record linked automaticallye76e24e9a62026-10-19 19:31:28, matching_agentidentity id MBR-040539, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128988