Record, CLM, bronze and silver
CLM-406140
Received 2026-09-21T18:11:54Z, line 62,081 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 | JACOB | Jacob | Changed |
| Middle | — | — | Unchanged |
| Last name | KIM | Kim | Changed |
| Date of birth | 1988-11-28 | 1988-11-28 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC2047893 | UHC-20478-93 | Parsed |
| SSN | •••-••-3235 | •••-••-3235 | Unchanged |
| Phone | 6176643822 | 6176643822 | Unchanged |
| ·null | — | Cleared | |
| Address | 9324 Indian School Road | 9324 Indian School Rd | Changed |
| City | Charlotte·· | Charlotte | Changed |
| State | nc | NC | Changed |
| ZIP | 28224 | 28224 | Unchanged |
| Group | — | — | Unchanged |
| Plan | medicare-adv-b | MEDICARE-ADV-B | Changed |
- Quality score
- 0.58
- Name key
- jacob|kim
- Address key
- 9324|indian school|28224
- Canonical first
- jacob
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- State code upper-casedTwo-letter state code upper-cased
- 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-52722 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-406139 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-21789 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-033220
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Jacob Kim, 1988-11-28, 4 records, Verified
Evidence
Matched against CLM-406139
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automatically2ec1594e0f2026-10-19 19:54:38, matching_agentidentity id MBR-033220, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406139
- Record linked automatically2126933ac62026-10-19 19:52:09, matching_agentidentity id MBR-033220, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406139
- Record linked automatically1aad2997362026-10-19 19:45:42, matching_agentidentity id MBR-033220, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406139
- Record linked automatically34604161842026-10-19 19:32:31, matching_agentidentity id MBR-033220, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406139
- Record linked automatically4f482662bc2026-10-19 19:31:28, matching_agentidentity id MBR-013916, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-108029