Record, CLM, bronze and silver
CLM-416382
Received 2026-05-15T11:57:21Z, line 79,663 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 | GRACE | Grace | Changed |
| Middle | — | — | Unchanged |
| Last name | SOTO | Soto | Changed |
| Date of birth | 1948-12-28 | 1948-12-28 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-03021-42·· | UHC-03021-42 | Parsed |
| SSN | •••-••-5830 | •••-••-5830 | Unchanged |
| Phone | N/A | — | Cleared |
| null | — | Cleared | |
| Address | 3732 Highland Ave | 3732 Highland Ave | Unchanged |
| City | Scottsdale | Scottsdale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85206 | 85206 | Unchanged |
| Group | GRP-0192 | GRP-0192 | Unchanged |
| Plan | medicare-adv-a | MEDICARE-ADV-A | Changed |
- Quality score
- 0.64
- Name key
- grace|soto
- Address key
- 3732|highland|85206
- Canonical first
- grace
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- State name converted to codeFull state name replaced by its two-letter USPS code
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| ENR-121532 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-57188 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-030796
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Grace Soto, 1948-12-28, 3 records, Verified
Evidence
Matched against ENR-121532
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.00 | 2.0 | different |
Audit
6 hash-chained entries for this record
- Record linked automatically9de463af8b2026-10-22 12:43:54, matching_agentidentity id MBR-030796, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121532
- Record linked automaticallya216ba5c252026-10-19 19:54:38, matching_agentidentity id MBR-030796, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121532
- Record linked automatically993e5c529a2026-10-19 19:52:09, matching_agentidentity id MBR-030796, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121532
- Record linked automatically9d2102b0322026-10-19 19:45:42, matching_agentidentity id MBR-030796, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121532
- Record linked automaticallyb13652bfab2026-10-19 19:32:31, matching_agentidentity id MBR-030796, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121532
- Record linked automatically327746b4de2026-10-19 19:31:28, scoring_agentidentity id MBR-011369, confidence 1, method probabilistic, matched record TPA-57141, policy version 1