Record, CLM, bronze and silver
CLM-414525
Received 2026-02-02T02:17:31Z, line 49,961 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 | MARIANA | Mariana | Changed |
| Middle | — | — | Unchanged |
| Last name | EVANS | Evans | Changed |
| Date of birth | 27-10-1997 | 1997-10-27 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-97361-74 | UHC-97361-74 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | ·· | — | Unchanged |
| N/A | — | Cleared | |
| Address | 9718 River Rd | 9718 River Rd | Unchanged |
| City | NASHVILLE | Nashville | Changed |
| State | TN | TN | Unchanged |
| ZIP | 37251 | 37251 | Unchanged |
| Group | GRP-8533 | GRP-8533 | Unchanged |
| Plan | OPTIONS-PPO·· | OPTIONS-PPO | Changed |
- Quality score
- 0.90
- Name key
- mariana|evans
- Address key
- 9718|river|37251
- Canonical first
- mariana
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-414526 | 1.00 | Scored | — | Auto-linked |
| TPA-56406 | 1.00 | Scored | — | Auto-linked |
| ENR-119117 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-119118 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-119119 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000816
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Mariana Evans, 1997-10-27, 6 records, Verified
Evidence
Matched against TPA-56406
| 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 automatically26baaadc912026-10-19 19:54:38, scoring_agentidentity id MBR-000816, confidence 1, method probabilistic, matched record TPA-56406, policy version 1
- Record linked automatically62d7912a142026-10-19 19:52:08, scoring_agentidentity id MBR-000816, confidence 1, method probabilistic, matched record TPA-56406, policy version 1
- Record linked automatically9acc8179892026-10-19 19:45:41, scoring_agentidentity id MBR-000816, confidence 1, method probabilistic, matched record TPA-56406, policy version 1
- Record linked automatically1738c349672026-10-19 19:32:31, scoring_agentidentity id MBR-000816, confidence 1, method probabilistic, matched record TPA-56406, policy version 1
- Record linked automatically587b3837922026-10-19 19:31:28, matching_agentidentity id MBR-040247, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119044