Record, CLM, bronze and silver
CLM-411438
Received 2026-10-05T10:07:50Z, line 58,815 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 | BRENDA | Brenda | Changed |
| Middle | — | — | Unchanged |
| Last name | TRAN | Tran | Changed |
| Date of birth | 1994-10-17 | 1994-10-17 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-06212-91 | UHC-06212-91 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 9506 LAKE VIEW RD | 9506 Lake View Rd | Changed |
| City | TUCSON | Tucson | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85739 | 85739 | Unchanged |
| Group | GRP-9285·· | GRP-9285 | Changed |
| Plan | choice-plus-ppo | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.48
- Name key
- brenda|tran
- Address key
- 9506|lake view|85739
- Canonical first
- brenda
Quality flags
8 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
- City re-casedCity re-cased to Title Case
- 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
- 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-411440 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-115049 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-411439 | 0.93 | Scored | — | Auto-linked |
| TPA-55035 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011300
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Brenda Tran, 1994-10-17, 6 records, Verified
Evidence
Matched against CLM-411440
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.97 | 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 automatically7de9e960f82026-10-19 19:54:38, matching_agentidentity id MBR-011300, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411440
- Record linked automaticallyb132e7885f2026-10-19 19:52:09, matching_agentidentity id MBR-011300, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411440
- Record linked automaticallye3b77cbce82026-10-19 19:45:42, matching_agentidentity id MBR-011300, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411440
- Record linked automatically8d6abc92f92026-10-19 19:32:31, matching_agentidentity id MBR-011300, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-411440
- Record linked automatically04ff7ff7282026-10-19 19:31:28, matching_agentidentity id MBR-024041, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-115184