Record, CLM, bronze and silver
CLM-420830
Received 2026-04-30T05:30:39Z, line 33,262 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 | ·sean | Sean | Changed |
| Middle | N | N | Unchanged |
| Last name | chapman | Chapman | Changed |
| Date of birth | 02/14/02 | 2002-02-14 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | 599-899-8129 | 5998998129 | Parsed |
| N/A | — | Cleared | |
| Address | 6702 CHURCH STREET Apt 7 | 6702 Church St Apt 7 | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | — | — | Unchanged |
| Group | GRP-0949 | GRP-0949 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.34
- Name key
- sean|chapman
- Address key
- 6702|church|minneapolis
- Canonical first
- sean
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- ZIP missingStreet address present but no ZIP supplied
- 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-420832 | 1.00 | Scored | — | Auto-linked |
| CLM-420831 | 0.94 | Scored | — | Auto-linked |
| TPA-59137 | 0.93 | Scored | — | Auto-linked |
| ENR-127370 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028421
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sean Chapman, 2002-02-14, 5 records, Verified
Evidence
Matched against CLM-420832
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically453addad992026-10-19 19:54:38, scoring_agentidentity id MBR-028421, confidence 1, method probabilistic, matched record CLM-420832, policy version 1
- Record linked automatically771676e35c2026-10-19 19:52:09, scoring_agentidentity id MBR-028421, confidence 1, method probabilistic, matched record CLM-420832, policy version 1
- Record linked automaticallyf33dd6cdec2026-10-19 19:45:42, scoring_agentidentity id MBR-028421, confidence 1, method probabilistic, matched record CLM-420832, policy version 1
- Record linked automaticallya746469e7f2026-10-19 19:32:31, scoring_agentidentity id MBR-028421, confidence 1, method probabilistic, matched record CLM-420832, policy version 1
- Record linked automaticallyffeb16b5b32026-10-19 19:31:28, matching_agentidentity id MBR-027158, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-420832