Record, CLM, bronze and silver
CLM-421648
Received 2026-10-18T22:08:49Z, line 37,180 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 | Johnston, Aaron | Aaron | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Johnston | Changed |
| Date of birth | 1990-12-22 | 1990-12-22 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7782 | •••-••-7782 | Unchanged |
| Phone | 861-867-8536 | 8618678536 | Parsed |
| ·· | — | Unchanged | |
| Address | 721 Canyon Rd | 721 Canyon Rd | Unchanged |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ·85207 | 85207 | Changed |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.68
- Name key
- aaron|johnston
- Address key
- 721|canyon|85207
- Canonical first
- aaron
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
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-128347 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-046386
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Aaron Johnston, 1990-12-22, 2 records, Verified
Evidence
Matched against ENR-128347
| 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 automaticallyf955bfc37b2026-10-19 19:54:39, matching_agentidentity id MBR-046386, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128347
- Record linked automatically81c9a754c92026-10-19 19:52:09, matching_agentidentity id MBR-046386, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128347
- Record linked automatically0b9d69e6d92026-10-19 19:45:42, matching_agentidentity id MBR-046386, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128347
- Record linked automaticallyf42c7127802026-10-19 19:32:31, matching_agentidentity id MBR-046386, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-128347
- Record linked automaticallyd199806d9d2026-10-19 19:31:28, matching_agentidentity id MBR-009149, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-128448