Record, CLM , bronze and silver
CLM-425489
Received 2026-07-20T14:55:57Z, line 14,477 of the CLM feed
CLM Scored
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 | ···· | — | Unchanged |
| Last name | STEPHENS | Stephens | Changed |
| Date of birth | 1994-10-12·· | 1994-10-12 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-33651-42 | UHC-33651-42 | Unchanged |
| SSN | •••-••-3804 | •••-••-3804 | Unchanged |
| Phone | N/A | — | Cleared |
| null | — | Cleared | |
| Address | 5799 Main Street Apt 33 | 5799 Main St Apt 33 | Changed |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93733-9664 | 93733 | Changed |
| Group | UNKNOWN | — | Cleared |
| Plan | medicare-adv-a | MEDICARE-ADV-A | Changed |
- Quality score
- 0.32
- Name key
- kelly|stephens
- Address key
- 5799|main|93733
- Canonical first
- kelly
Quality flags
10 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| TPA-61244 | 1.00 | Scored | — | Auto-linked |
| TPA-61243 | 1.00 | Scored | — | Auto-linked |
| CLM-425488 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-133339 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014682
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kelly Stephens, 1994-10-12, 5 records, Verified
Evidence
Matched against TPA-61243
| 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 automatically5efdc795e82026-10-19 19:54:38, scoring_agentidentity id MBR-014682, confidence 1, method probabilistic, matched record TPA-61243, policy version 1
- Record linked automaticallyfba33eac6e2026-10-19 19:52:09, scoring_agentidentity id MBR-014682, confidence 1, method probabilistic, matched record TPA-61243, policy version 1
- Record linked automatically2d15b0e6232026-10-19 19:45:42, scoring_agentidentity id MBR-014682, confidence 1, method probabilistic, matched record TPA-61243, policy version 1
- Record linked automatically6c26fdd1cd2026-10-19 19:32:31, scoring_agentidentity id MBR-014682, confidence 1, method probabilistic, matched record TPA-61243, policy version 1
- Record linked automaticallyc0985566722026-10-19 19:31:28, scoring_agentidentity id MBR-023177, confidence 1, method probabilistic, matched record ENR-133591, policy version 1