Record, CLM, bronze and silver
CLM-423989
Received 2026-07-27T00:31:33Z, line 36,001 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 | Randy | Randy | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Park | Park | Unchanged |
| Date of birth | 1976-06-27 | 1976-06-27 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | (382) 453-8562 | 3824538562 | Parsed |
| — | — | Unchanged | |
| Address | 3567 CEDAR LN | 3567 Cedar Ln | Changed |
| City | Tampa·· | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33647-2619 | 33647 | Changed |
| Group | GRP-0983 | GRP-0983 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.64
- Name key
- randy|park
- Address key
- 3567|cedar|33647
- Canonical first
- randy
Quality flags
6 raised during normalisation
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| CLM-423990 | 1.00 | Scored | — | Auto-linked |
| ENR-131367 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-001276
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Randy Park, 1976-06-27, 3 records, Verified
Evidence
Matched against CLM-423990
| 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
6 hash-chained entries for this record
- Record linked automatically060abc1bcd2026-10-22 12:43:53, scoring_agentidentity id MBR-001276, confidence 1, method probabilistic, matched record CLM-423990, policy version 1
- Record linked automatically24019a36fa2026-10-19 19:54:38, scoring_agentidentity id MBR-001276, confidence 1, method probabilistic, matched record CLM-423990, policy version 1
- Record linked automaticallyca82cb97452026-10-19 19:52:08, scoring_agentidentity id MBR-001276, confidence 1, method probabilistic, matched record CLM-423990, policy version 1
- Record linked automaticallyd18ec25fc22026-10-19 19:45:41, scoring_agentidentity id MBR-001276, confidence 1, method probabilistic, matched record CLM-423990, policy version 1
- Record linked automatically065535e5d62026-10-19 19:32:31, scoring_agentidentity id MBR-001276, confidence 1, method probabilistic, matched record CLM-423990, policy version 1
- Record linked automaticallyb7e508cc162026-10-19 19:31:28, matching_agentidentity id MBR-011058, confidence 0.96, rule D3 member_id + name, method deterministic, matched record CLM-423990