Record, CLM, bronze and silver
CLM-431734
Received 2026-07-25T00:41:04Z , line 88,984 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 | Adams, Nicholas | Nicholas | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Adams | Changed |
| Date of birth | 1953-12-23 | 1953-12-23 | Unchanged |
| Gender | M·· | M | Parsed |
| Member ID | UHC-38542-81 | UHC-38542-81 | Unchanged |
| SSN | •••-••-3326 | •••-••-3326 | Unchanged |
| Phone | NULL·· | — | Cleared |
| ·· | — | Unchanged | |
| Address | 8975 Grand Ave #955 | 8975 Grand Ave # 955 | Changed |
| City | ATLANTA·· | Atlanta | Changed |
| State | GA | GA | Unchanged |
| ZIP | 30394 | 30394 | Unchanged |
| Group | GRP-4324 | GRP-4324 | Unchanged |
| Plan | choice-plus-ppo | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.64
- Name key
- nicholas|adams
- Address key
- 8975|grand|30394
- Canonical first
- nicholas
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| TPA-64001 | 1.00 | Scored | — | Auto-linked |
| ENR-141636 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-033768
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Nicholas Adams, 1953-12-23, 3 records, Verified
Evidence
Matched against TPA-64001
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyd7ddcccdf22026-10-22 12:43:55, scoring_agentidentity id MBR-033768, confidence 1, method probabilistic, matched record TPA-64001, policy version 1
- Record linked automatically367699c0fa2026-10-19 19:54:39, scoring_agentidentity id MBR-033768, confidence 1, method probabilistic, matched record TPA-64001, policy version 1
- Record linked automatically078aefb2fc2026-10-19 19:52:09, scoring_agentidentity id MBR-033768, confidence 1, method probabilistic, matched record TPA-64001, policy version 1
- Record linked automatically96229ed46d2026-10-19 19:45:42, scoring_agentidentity id MBR-033768, confidence 1, method probabilistic, matched record TPA-64001, policy version 1
- Record linked automatically00da109f862026-10-19 19:32:31, scoring_agentidentity id MBR-033768, confidence 1, method probabilistic, matched record TPA-64001, policy version 1
- Record linked automaticallyd75dd4885b2026-10-19 19:31:28, matching_agentidentity id MBR-031255, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141908