Record, CLM, bronze and silver
CLM-423409
Received 2026-01-05T15:34:25Z, line 20,090 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 | nicole | Nicole | Changed |
| Middle | — | — | Unchanged |
| Last name | arnold | Arnold | Changed |
| Date of birth | 05/10/79 | 1979-05-10 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-18919-15 | UHC-18919-15 | Unchanged |
| SSN | •••-••-3744 | •••-••-3744 | Unchanged |
| Phone | (562) 333-6184 | 5623336184 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 3165 Mesa Drive | 3165 Mesa Dr | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85231 | 85231 | Unchanged |
| Group | GRP-6222 | GRP-6222 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.64
- Name key
- nicole|arnold
- Address key
- 3165|mesa|85231
- Canonical first
- nicole
Quality flags
6 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
- 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
- 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-130607 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-60303 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001503
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Nicole Arnold, 1979-05-10, 3 records, Verified
Evidence
Matched against ENR-130607
| 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 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyae026f6be12026-10-19 19:54:38, matching_agentidentity id MBR-001503, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130607
- Record linked automaticallyca2758dd152026-10-19 19:52:08, matching_agentidentity id MBR-001503, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130607
- Record linked automaticallyfbad490b4e2026-10-19 19:45:41, matching_agentidentity id MBR-001503, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130607
- Record linked automatically7ec834c3b02026-10-19 19:32:31, matching_agentidentity id MBR-001503, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130607
- Record linked automatically8db099cf3e2026-10-19 19:31:28, scoring_agentidentity id MBR-019325, confidence 1, method probabilistic, matched record CLM-423406, policy version 1