Record, CLM, bronze and silver
CLM-415027
Received 2026-04-04T13:45:33Z, line 41,347 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 | Lori | Lori | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Campbell | Campbell | Unchanged |
| Date of birth | 01-03-1985 | 1985-03-01 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC1191791 | UHC-11917-91 | Parsed |
| SSN | •••-••-0870 | •••-••-0870 | Unchanged |
| Phone | 493-447-7166 | 4934477166 | Parsed |
| N/A | — | Cleared | |
| Address | 3207 Valley View Dr | 3207 Valley View Dr | Unchanged |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32890 | 32890 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.92
- Name key
- lori|campbell
- Address key
- 3207|valley view|32890
- Canonical first
- lori
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-415028 | 1.00 | Scored | — | Auto-linked |
| CLM-415030 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-119780 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-415029 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012210
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lori Campbell, 1985-03-01, 5 records, Verified
Evidence
Matched against CLM-415028
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically41d2fcbb352026-10-22 12:43:54, scoring_agentidentity id MBR-012210, confidence 1, method probabilistic, matched record CLM-415028, policy version 1
- Record linked automatically56efd61ac82026-10-19 19:54:38, scoring_agentidentity id MBR-012210, confidence 1, method probabilistic, matched record CLM-415028, policy version 1
- Record linked automatically87df0c12b72026-10-19 19:52:09, scoring_agentidentity id MBR-012210, confidence 1, method probabilistic, matched record CLM-415028, policy version 1
- Record linked automaticallyff3f3a994c2026-10-19 19:45:42, scoring_agentidentity id MBR-012210, confidence 1, method probabilistic, matched record CLM-415028, policy version 1
- Record linked automaticallyedb1f655ad2026-10-19 19:32:31, scoring_agentidentity id MBR-012210, confidence 1, method probabilistic, matched record CLM-415028, policy version 1
- Record linked automatically81ea1b3a9c2026-10-19 19:31:28, matching_agentidentity id MBR-003435, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-415028