Record, CLM, bronze and silver
CLM-403225
Received 2026-07-12T11:04:23Z, line 93,835 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 | Campbell, Michael | Michael | Changed |
| Middle | — | — | Unchanged |
| Last name | ···· | Campbell | Changed |
| Date of birth | 9/5/2005 | 2005-09-05 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-94863-84 | UHC-94863-84 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | NULL | — | Cleared |
| MICHAEL.CAMPBELL@GMAIL.COM | michael.campbell@gmail.com | Changed | |
| Address | 1057 MAPLE AVENUE Apt 29 | 1057 Maple Ave Apt 29 | Changed |
| City | Austin | Austin | Unchanged |
| State | ·TX | TX | Changed |
| ZIP | 78731 | 78731 | Unchanged |
| Group | GRP-6985 | GRP-6985 | Unchanged |
| Plan | N/A·· | — | Cleared |
- Quality score
- 0.48
- Name key
- michael|campbell
- Address key
- 1057|maple|78731
- Canonical first
- michael
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- Email lower-casedEmail lower-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-51394 | 1.00 | Scored | — | Auto-linked |
| CLM-403224 | 1.00 | Scored | — | Auto-linked |
| CLM-403223 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-104182 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-51393 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013984
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Michael Campbell, 2005-09-05, 5 records, Verified
Evidence
Matched against TPA-51394
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically39fcd8cb7a2026-10-19 19:54:38, scoring_agentidentity id MBR-013984, confidence 1, method probabilistic, matched record TPA-51394, policy version 1
- Record linked automatically72c3611c682026-10-19 19:52:09, scoring_agentidentity id MBR-013984, confidence 1, method probabilistic, matched record TPA-51394, policy version 1
- Record linked automaticallya01ebf5c222026-10-19 19:45:42, scoring_agentidentity id MBR-013984, confidence 1, method probabilistic, matched record TPA-51394, policy version 1
- Record linked automatically98355e546b2026-10-19 19:32:31, scoring_agentidentity id MBR-013984, confidence 1, method probabilistic, matched record TPA-51394, policy version 1