Record, CLM, bronze and silver
CLM-403044
Received 2026-07-23T14:38:34Z, line 72,534 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | ·Brittany | Brittany | Changed |
| Middle | — | — | Unchanged |
| Last name | Kim | Kim | Unchanged |
| Date of birth | 12/16/1958 | 1958-12-16 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC4406325 | UHC-44063-25 | Parsed |
| SSN | -·· | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| - | — | Cleared | |
| Address | 6440 Central Avenue Apt 9 | 6440 Central Ave Apt 9 | Changed |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77010 | 77010 | Unchanged |
| Group | GRP-2039 | GRP-2039 | Unchanged |
| Plan | ·SELECT-EPO | SELECT-EPO | Changed |
- Quality score
- 0.48
- Name key
- brittany|kim
- Address key
- 6440|central|77010
- Canonical first
- brittany
Quality flags
8 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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 |
|---|---|---|---|---|
| CLM-403045 | 1.00 | Scored | — | Auto-linked |
| TPA-51297 | 1.00 | Scored | — | Auto-linked |
| CLM-403043 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403046 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-51298 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-023566
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Brittany Kim, 1958-12-16, 6 records, Verified
Evidence
Matched against CLM-403045
| 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 automatically531bb212302026-10-19 19:54:38, scoring_agentidentity id MBR-023566, confidence 1, method probabilistic, matched record CLM-403045, policy version 1
- Record linked automaticallyc9fea07a952026-10-19 19:52:09, scoring_agentidentity id MBR-023566, confidence 1, method probabilistic, matched record CLM-403045, policy version 1
- Record linked automatically99af70c2722026-10-19 19:45:42, scoring_agentidentity id MBR-023566, confidence 1, method probabilistic, matched record CLM-403045, policy version 1
- Record linked automaticallyf661c41ef92026-10-19 19:32:31, scoring_agentidentity id MBR-023566, confidence 1, method probabilistic, matched record CLM-403045, policy version 1
- Record linked automatically32a9af738d2026-10-19 19:31:28, matching_agentidentity id MBR-017646, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104001