Record, CLM, bronze and silver
CLM-411117
Received 2026-04-08T22:27:56Z, line 52,739 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 | KIMBERLY·· | Kimberly | Changed |
| Middle | — | — | Unchanged |
| Last name | DUNCAN | Duncan | Changed |
| Date of birth | 07/10/99 | 1999-07-10 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | - | — | Cleared |
| Phone | 639-287-1607 | 6392871607 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 6835 Jefferson Avenue | 6835 Jefferson Ave | Changed |
| City | Jacksonville | Jacksonville | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32284 | 32284 | Unchanged |
| Group | GRP-8153 | GRP-8153 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.62
- Name key
- kimberly|duncan
- Address key
- 6835|jefferson|32284
- Canonical first
- kimberly
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-54854 | 1.00 | Scored | — | Auto-linked |
| ENR-114599 | 0.79 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-021149
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kimberly Duncan, 1999-07-10, 2 records, Verified
Evidence
Matched against TPA-54854
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd37dce1d7c2026-10-19 19:54:38, scoring_agentidentity id MBR-021149, confidence 1, method probabilistic, matched record TPA-54854, policy version 1
- Record linked automaticallyb7bc47b6092026-10-19 19:52:09, scoring_agentidentity id MBR-021149, confidence 1, method probabilistic, matched record TPA-54854, policy version 1
- Record linked automatically6c2351a7ad2026-10-19 19:45:42, scoring_agentidentity id MBR-021149, confidence 1, method probabilistic, matched record TPA-54854, policy version 1
- Record linked automatically3258a08dfb2026-10-19 19:32:31, scoring_agentidentity id MBR-021149, confidence 1, method probabilistic, matched record TPA-54854, policy version 1
- Record linked automatically5af7a6c5cd2026-10-19 19:31:28, matching_agentidentity id MBR-005625, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-114726