Record, CLM, bronze and silver
CLM-423345
Received 2026-03-07T16:20:35Z, line 35,832 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 | MADISON | Madison | Changed |
| Middle | — | — | Unchanged |
| Last name | KELLY | Kelly | Changed |
| Date of birth | 05/25/52 | 1952-05-25 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-20054-54 | UHC-20054-54 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | ···· | — | Unchanged |
| ···· | — | Unchanged | |
| Address | 5238 Sage Ct | 5238 Sage Ct | Unchanged |
| City | Nashville | Nashville | Unchanged |
| State | TN·· | TN | Changed |
| ZIP | 37275 | 37275 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.66
- Name key
- madison|kelly
- Address key
- 5238|sage|37275
- Canonical first
- madison
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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-60275 | 1.00 | Scored | — | Auto-linked |
| PRV-26886 | 1.00 | Scored | — | Auto-linked |
| CLM-423346 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-130525 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-60274 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015476
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Madison Kelly, 1952-05-25, 6 records, Verified
Evidence
Matched against TPA-60275
| 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 automaticallyc9d7fa090b2026-10-19 19:54:38, scoring_agentidentity id MBR-015476, confidence 1, method probabilistic, matched record TPA-60275, policy version 1
- Record linked automaticallyf5203d11712026-10-19 19:52:09, scoring_agentidentity id MBR-015476, confidence 1, method probabilistic, matched record TPA-60275, policy version 1
- Record linked automaticallyd4d7a52a052026-10-19 19:45:42, scoring_agentidentity id MBR-015476, confidence 1, method probabilistic, matched record TPA-60275, policy version 1
- Record linked automaticallydfdf7e0d422026-10-19 19:32:31, scoring_agentidentity id MBR-015476, confidence 1, method probabilistic, matched record TPA-60275, policy version 1
- Record linked automatically37a46e9f822026-10-19 19:31:28, matching_agentidentity id MBR-004857, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-130745