Record, CLM, bronze and silver
CLM-419710
Received 2026-09-09T18:31:27Z, line 28,453 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 | Arnnold, Abigail | Abigail | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Arnnold | Changed |
| Date of birth | 1943-01-12 | 1943-01-12 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | null | — | Cleared |
| SSN | •••-••-7270 | •••-••-7270 | Unchanged |
| Phone | (718) 739-6828 | 7187396828 | Parsed |
| abigail.arnold@icloud.com | abigail.arnold@icloud.com | Unchanged | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | — | — | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.68
- Name key
- abigail|arnnold
- Address key
- —
- Canonical first
- abigail
Quality flags
4 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-125952 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-043766
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Abby Arnold, 1943-01-12, 2 records, Verified
Evidence
Matched against ENR-125952
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically1178082c7d2026-10-19 19:54:39, matching_agentidentity id MBR-043766, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-125952
- Record linked automaticallyeb523694d42026-10-19 19:52:09, matching_agentidentity id MBR-043766, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-125952
- Record linked automatically2f29aa066b2026-10-19 19:45:42, matching_agentidentity id MBR-043766, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-125952
- Record linked automaticallyc295ba13c92026-10-19 19:32:31, matching_agentidentity id MBR-043766, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-125952
- Record linked automatically559eacc53a2026-10-19 19:31:28, matching_agentidentity id MBR-019872, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-419712