Record, CLM, bronze and silver
CLM-430179
Received 2026-09-13T09:09:39Z, line 32,915 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 | CAROLYN·· | Carolyn | Changed |
| Middle | I | I | Unchanged |
| Last name | LI | Li | Changed |
| Date of birth | 1943-09-13 | 1943-09-13 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-24165-93 | UHC-24165-93 | Unchanged |
| SSN | null | — | Cleared |
| Phone | ·5094447690 | 5094447690 | Parsed |
| — | — | Unchanged | |
| Address | 2737 Lake View Road | 2737 Lake View Rd | Changed |
| City | MINNEAPOLIS | Minneapolis | Changed |
| State | MN | MN | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | GRP-4471 | GRP-4471 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.48
- Name key
- carolyn|li
- Address key
- 2737|lake view|minneapolis
- Canonical first
- carolyn
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
- ZIP missingStreet address present but no ZIP supplied
- 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-63320 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430180 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-63319 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-011955
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Carolyn Li, 1943-09-13, 4 records, Verified
Evidence
Matched against TPA-63320
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automatically4200e8211c2026-10-19 19:54:38, matching_agentidentity id MBR-011955, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63320
- Record linked automatically09e36d50522026-10-19 19:52:09, matching_agentidentity id MBR-011955, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63320
- Record linked automatically24bd4c0c3d2026-10-19 19:45:42, matching_agentidentity id MBR-011955, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63320
- Record linked automaticallye3599c657d2026-10-19 19:32:31, matching_agentidentity id MBR-011955, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-63320
- Record linked automatically89903a4d0e2026-10-19 19:31:28, scoring_agentidentity id MBR-018229, confidence 1, method probabilistic, matched record PRV-28840, policy version 1