Record, CLM, bronze and silver
CLM-403312
Received 2026-07-08T01:52:55Z, line 22,790 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 | ·JUSTIN | Justin | Changed |
| Middle | I | I | 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 | Parsed |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| null·· | — | Cleared | |
| Address | 7502 Pine Drive·· | 7502 Pine Dr | Changed |
| City | PHOENIX | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85043 | 85043 | Unchanged |
| Group | GRP-8364 | GRP-8364 | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.76
- Name key
- justin|palmer
- Address key
- 7502|pine|85043
- Canonical first
- justin
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- City re-casedCity re-cased to Title Case
- 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-20947 | 1.00 | Scored | — | Auto-linked |
| CLM-403311 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-104297 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403310 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031386
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Justin Palmer, 1950-09-24, 5 records, Verified
Evidence
Matched against PRV-20947
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically96f74ad1322026-10-19 19:54:38, scoring_agentidentity id MBR-031386, confidence 1, method probabilistic, matched record PRV-20947, policy version 1
- Record linked automaticallybc5bfb77302026-10-19 19:52:09, scoring_agentidentity id MBR-031386, confidence 1, method probabilistic, matched record PRV-20947, policy version 1
- Record linked automatically68c8ea2db82026-10-19 19:45:42, scoring_agentidentity id MBR-031386, confidence 1, method probabilistic, matched record PRV-20947, policy version 1
- Record linked automatically764048ce342026-10-19 19:32:31, scoring_agentidentity id MBR-031386, confidence 1, method probabilistic, matched record PRV-20947, policy version 1
- Record linked automatically48025bfb7c2026-10-19 19:31:28, matching_agentidentity id MBR-022299, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403313