Record, CLM, bronze and silver
CLM-403311
Received 2026-07-12T08:13:45Z, line 41,802 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 | ·JUSTIN | Justin | Changed |
| Middle | — | — | Unchanged |
| Last name | PALMER | Palmer | Changed |
| Date of birth | 1950-09-24 | 1950-09-24 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-44225-20 | UHC-44225-20 | Unchanged |
| SSN | •••-••-9348 | •••-••-9348 | Unchanged |
| Phone | 841-720-9064 | 8417209064 | Parsed |
| N/A | — | Cleared | |
| Address | 7502 PINE DR | 7502 Pine Dr | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85043 | 85043 | Unchanged |
| Group | GRP-8364 | GRP-8364 | Unchanged |
| Plan | medicare-adv-b | MEDICARE-ADV-B | Changed |
- Quality score
- 0.74
- Name key
- justin|palmer
- Address key
- 7502|pine|85043
- Canonical first
- justin
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- Plan code upper-casedPlan code upper-cased
- 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 |
|---|---|---|---|---|
| ENR-104297 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403310 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403312 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-20947 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031386
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Justin Palmer, 1950-09-24, 5 records, Verified
Evidence
Matched against ENR-104297
| 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 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically0f853793bd2026-10-19 19:54:38, matching_agentidentity id MBR-031386, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104297
- Record linked automaticallya41321c62e2026-10-19 19:52:09, matching_agentidentity id MBR-031386, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104297
- Record linked automatically16153bc8c82026-10-19 19:45:42, matching_agentidentity id MBR-031386, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104297
- Record linked automatically89d88d9f2a2026-10-19 19:32:31, matching_agentidentity id MBR-031386, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104297
- Record linked automatically3ffcd68a3f2026-10-19 19:31:28, matching_agentidentity id MBR-000976, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104321