Record, CLM, bronze and silver
CLM-425056
Received 2026-07-15T16:08:06Z, line 94,838 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 | NICHOLAS | Nicholas | Changed |
| Middle | S | S | Unchanged |
| Last name | ARNOLD | Arnold | Changed |
| Date of birth | 06/27/80 | 1980-06-27 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-28133-87 | UHC-28133-87 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 9623 Forest Avenue | 9623 Forest Ave | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85259 | 85259 | Unchanged |
| Group | GRP-1906 | GRP-1906 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.66
- Name key
- nicholas|arnold
- Address key
- 9623|forest|85259
- Canonical first
- nicholas
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-27364 | 1.00 | Scored | — | Auto-linked |
| ENR-132752 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-020836
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nicholas Arnold, 1980-06-27, 3 records, Verified
Evidence
Matched against PRV-27364
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyb9e16b1cf22026-10-22 12:43:54, scoring_agentidentity id MBR-020836, confidence 1, method probabilistic, matched record PRV-27364, policy version 1
- Record linked automaticallyac5c7362212026-10-19 19:54:38, scoring_agentidentity id MBR-020836, confidence 1, method probabilistic, matched record PRV-27364, policy version 1
- Record linked automatically1ff6833bed2026-10-19 19:52:09, scoring_agentidentity id MBR-020836, confidence 1, method probabilistic, matched record PRV-27364, policy version 1
- Record linked automatically95254fb3012026-10-19 19:45:42, scoring_agentidentity id MBR-020836, confidence 1, method probabilistic, matched record PRV-27364, policy version 1
- Record linked automaticallyb5319571152026-10-19 19:32:31, scoring_agentidentity id MBR-020836, confidence 1, method probabilistic, matched record PRV-27364, policy version 1
- Record linked automaticallyd129d25e362026-10-19 19:31:28, matching_agentidentity id MBR-005138, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133020