Record, CLM, bronze and silver
CLM-432019
Received 2026-06-26T21:05:10Z, line 44,457 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 | Cunningham, Nicholas | Nicholas | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Cunningham | Changed |
| Date of birth | 1971-07-18 | 1971-07-18 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-89997-78 | UHC-89997-78 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | 9848448842 | 9848448842 | Unchanged |
| nicholas.cunningham7@outlook.com | nicholas.cunningham7@outlook.com | Unchanged | |
| Address | 7483 CANYON ROAD | 7483 Canyon Rd | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85089 | 85089 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.68
- Name key
- nicholas|cunningham
- Address key
- 7483|canyon|85089
- Canonical first
- nicholas
Quality flags
4 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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 |
|---|---|---|---|---|
| TPA-64122 | 1.00 | Scored | — | Auto-linked |
| CLM-432020 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-432017 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-142022 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-432018 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-29362 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016306
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nicholas Cunningham, 1971-07-18, 7 records, Verified
Evidence
Matched against TPA-64122
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyf122f6446d2026-10-19 19:54:38, scoring_agentidentity id MBR-016306, confidence 1, method probabilistic, matched record TPA-64122, policy version 1
- Record linked automatically60373280b12026-10-19 19:52:09, scoring_agentidentity id MBR-016306, confidence 1, method probabilistic, matched record TPA-64122, policy version 1
- Record linked automatically1bffc888192026-10-19 19:45:42, scoring_agentidentity id MBR-016306, confidence 1, method probabilistic, matched record TPA-64122, policy version 1
- Record linked automatically03857d0a5e2026-10-19 19:32:31, scoring_agentidentity id MBR-016306, confidence 1, method probabilistic, matched record TPA-64122, policy version 1
- Record linked automatically74affaaa452026-10-19 19:31:28, matching_agentidentity id MBR-038468, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-142255