Record, CLM, bronze and silver
CLM-427335
Received 2026-10-06T07:10:40Z, line 62,753 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 | KELLY | Kelly | Changed |
| Middle | O | O | Unchanged |
| Last name | TUCKER | Tucker | Changed |
| Date of birth | 1999-01-03 | 1999-01-03 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | ·UHC-00488-72 | UHC-00488-72 | Parsed |
| SSN | null | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| null | — | Cleared | |
| Address | 4186 CENTRAL AVENUE | 4186 Central Ave | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85219 | 85219 | Unchanged |
| Group | GRP-7727 | GRP-7727 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- kelly|tucker
- Address key
- 4186|central|85219
- Canonical first
- kelly
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| ENR-135824 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-427337 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-427336 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-032154
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Kelly Tucker, 1999-01-03, 4 records, Verified
Evidence
Matched against ENR-135824
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically39a59e7fee2026-10-19 19:54:38, matching_agentidentity id MBR-032154, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135824
- Record linked automaticallyea0c5262bc2026-10-19 19:52:09, matching_agentidentity id MBR-032154, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135824
- Record linked automatically92d1861bb82026-10-19 19:45:42, matching_agentidentity id MBR-032154, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135824
- Record linked automaticallyca404c36bf2026-10-19 19:32:31, matching_agentidentity id MBR-032154, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135824
- Record linked automaticallyc2afd241082026-10-19 19:31:28, scoring_agentidentity id MBR-023689, confidence 0.925, method probabilistic, matched record ENR-136184, policy version 1