Record, CLM, bronze and silver
CLM-404819
Received 2026-07-15T04:06:33Z, line 17,495 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 | Li, Karen | Karen | Changed |
| Middle | H | H | Unchanged |
| Last name | — | Li | Changed |
| Date of birth | 5/2/1986 | 1986-05-02 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | - | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | 9566347382 | 9566347382 | Unchanged |
| ·· | — | Unchanged | |
| Address | 2551 Jefferson Avenue | 2551 Jefferson Ave | Changed |
| City | JACKSONVILLE | Jacksonville | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32257 | 32257 | Unchanged |
| Group | GRP-3985 | GRP-3985 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.64
- Name key
- karen|li
- Address key
- 2551|jefferson|32257
- Canonical first
- karen
Quality flags
6 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)
- 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
- City re-casedCity re-cased to Title Case
- 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-404818 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-032505
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Li, 1986-05-02, 2 records, Verified
Evidence
Matched against CLM-404818
| 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 automaticallyd6e7ae66a52026-10-19 19:54:38, scoring_agentidentity id MBR-032505, confidence 1, method probabilistic, matched record CLM-404818, policy version 1
- Record linked automaticallyc0234a012b2026-10-19 19:52:09, scoring_agentidentity id MBR-032505, confidence 1, method probabilistic, matched record CLM-404818, policy version 1
- Record linked automaticallyb9c7ad00812026-10-19 19:45:42, scoring_agentidentity id MBR-032505, confidence 1, method probabilistic, matched record CLM-404818, policy version 1
- Record linked automatically526deab7a42026-10-19 19:32:31, scoring_agentidentity id MBR-032505, confidence 1, method probabilistic, matched record CLM-404818, policy version 1
- Record linked automaticallyb8c8820a582026-10-19 19:31:28, matching_agentidentity id MBR-025245, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-106302