Record, CLM, bronze and silver
CLM-428726
Received 2026-09-11T08:18:30Z, line 67,534 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Joyce·· | Joyce | Changed |
| Middle | — | — | Unchanged |
| Last name | Johnson | Johnson | Unchanged |
| Date of birth | 8/4/1994 | 1994-08-04 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-57438-80 | UHC-57438-80 | Unchanged |
| SSN | •••-••-4170 | •••-••-4170 | Unchanged |
| Phone | 2222822911 | 2222822911 | Unchanged |
| null | — | Cleared | |
| Address | 1785 Ridge Rd | 1785 Ridge Rd | Unchanged |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85209 | 85209 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.94
- Name key
- joyce|johnson
- Address key
- 1785|ridge|85209
- Canonical first
- joyce
Quality flags
3 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| PRV-28438 | 1.00 | Scored | — | Auto-linked |
| PRV-28439 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-137680 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-428725 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001878
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Joyce Johnson, 1994-08-04, 5 records, Verified
Evidence
Matched against PRV-28438
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically1b301772522026-10-19 19:54:38, scoring_agentidentity id MBR-001878, confidence 1, method probabilistic, matched record PRV-28438, policy version 1
- Record linked automatically918ab9f9dd2026-10-19 19:52:08, scoring_agentidentity id MBR-001878, confidence 1, method probabilistic, matched record PRV-28438, policy version 1
- Record linked automatically8833b482832026-10-19 19:45:41, scoring_agentidentity id MBR-001878, confidence 1, method probabilistic, matched record PRV-28438, policy version 1
- Record linked automatically9822df225f2026-10-19 19:32:31, scoring_agentidentity id MBR-001878, confidence 1, method probabilistic, matched record PRV-28438, policy version 1
- Record linked automaticallydb2137c6252026-10-19 19:31:28, matching_agentidentity id MBR-017653, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-428725