Record, CLM, bronze and silver
CLM-420832
Received 2026-09-10T05:58:50Z, line 76,150 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 | Changed |
| Last name | chapman | Chapman | Changed |
| Date of birth | 2002-02-14 | 2002-02-14 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-35561-40 | UHC-35561-40 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | ·(599) 899-8129 | 5998998129 | Parsed |
| ·- | — | Cleared | |
| Address | 6702 CHURCH ST | 6702 Church St | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | mn | MN | Changed |
| ZIP | null | — | Cleared |
| Group | GRP-0949 | GRP-0949 | Unchanged |
| Plan | ·CORE-HMO | CORE-HMO | Changed |
- Quality score
- 0.60
- Name key
- sean|chapman
- Address key
- 6702|church|minneapolis
- Canonical first
- sean
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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
- State code upper-casedTwo-letter state code upper-cased
- 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-420830 | 1.00 | Scored | — | Auto-linked |
| CLM-420831 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-127370 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-59137 | 0.99 | Rule | D1 member id + dob exact | 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-420830
| 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 automatically16d254ab4f2026-10-19 19:54:38, scoring_agentidentity id MBR-028421, confidence 1, method probabilistic, matched record CLM-420830, policy version 1
- Record linked automatically42ee14822b2026-10-19 19:52:09, scoring_agentidentity id MBR-028421, confidence 1, method probabilistic, matched record CLM-420830, policy version 1
- Record linked automatically85bc1e0fac2026-10-19 19:45:42, scoring_agentidentity id MBR-028421, confidence 1, method probabilistic, matched record CLM-420830, policy version 1
- Record linked automatically367843f79f2026-10-19 19:32:31, scoring_agentidentity id MBR-028421, confidence 1, method probabilistic, matched record CLM-420830, policy version 1
- Record linked automaticallyab5fb1bd812026-10-19 19:31:28, matching_agentidentity id MBR-027158, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127344