Record, CLM, bronze and silver
CLM-415029
Received 2026-07-31T11:48:41Z, line 49,918 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 | Camppbell | Camppbell | Unchanged |
| Date of birth | 01-03-1985 | 1985-03-01 | Parsed |
| Gender | - | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | •••-••-0870 | •••-••-0870 | Unchanged |
| Phone | NULL | — | Cleared |
| N/A | — | Cleared | |
| Address | 3207 VALLEY VIEW DRIVE | 3207 Valley View Dr | Changed |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32890 | 32890 | Unchanged |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.80
- Name key
- lori|camppbell
- 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)
- 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
- 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 | 0.99 | Scored | — | Auto-linked |
| ENR-119780 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-415027 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-415030 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012210
- Method
- Scored
- Confidence
- 0.99
- 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 | 0.99 | 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 automatically2dea2f976b2026-10-22 12:43:54, scoring_agentidentity id MBR-012210, confidence 0.995, method probabilistic, matched record CLM-415028, policy version 1
- Record linked automatically278a5d6fdd2026-10-19 19:54:38, scoring_agentidentity id MBR-012210, confidence 0.995, method probabilistic, matched record CLM-415028, policy version 1
- Record linked automatically6414fa48e62026-10-19 19:52:09, scoring_agentidentity id MBR-012210, confidence 0.995, method probabilistic, matched record CLM-415028, policy version 1
- Record linked automaticallyc82c60f8952026-10-19 19:45:42, scoring_agentidentity id MBR-012210, confidence 0.995, method probabilistic, matched record CLM-415028, policy version 1
- Record linked automatically210308e39f2026-10-19 19:32:31, scoring_agentidentity id MBR-012210, confidence 0.995, method probabilistic, matched record CLM-415028, policy version 1
- Record linked automatically259784cc212026-10-19 19:31:28, scoring_agentidentity id MBR-001525, confidence 1, method probabilistic, matched record TPA-56532, policy version 1