Record, CLM, bronze and silver
CLM-421463
Received 2026-05-19T16:44:10Z, line 91,638 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 | DENISE | Denise | Changed |
| Middle | — | — | Unchanged |
| Last name | ARNOLD | Arnold | Changed |
| Date of birth | Aug 26, 1939 | 1939-08-26 | Parsed |
| Gender | Male·· | M | Parsed |
| Member ID | - | — | Cleared |
| SSN | - | — | Cleared |
| Phone | 723-513-9519 | 7235139519 | Parsed |
| NULL | — | Cleared | |
| Address | 1440 RIDGE RD | 1440 Ridge Rd | Changed |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93747 | 93747 | Unchanged |
| Group | GRP-2552 | GRP-2552 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.60
- Name key
- denise|arnold
- Address key
- 1440|ridge|93747
- Canonical first
- denise
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-421464 | 1.00 | Scored | — | Auto-linked |
| ENR-128110 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-025291
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Denise Arnold, 1939-08-26, 3 records, Verified
Evidence
Matched against CLM-421464
| 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 automatically783d928cde2026-10-22 12:43:54, scoring_agentidentity id MBR-025291, confidence 1, method probabilistic, matched record CLM-421464, policy version 1
- Record linked automatically97d533456d2026-10-19 19:54:38, scoring_agentidentity id MBR-025291, confidence 1, method probabilistic, matched record CLM-421464, policy version 1
- Record linked automatically742f12dfa32026-10-19 19:52:09, scoring_agentidentity id MBR-025291, confidence 1, method probabilistic, matched record CLM-421464, policy version 1
- Record linked automaticallyf5be91c1342026-10-19 19:45:42, scoring_agentidentity id MBR-025291, confidence 1, method probabilistic, matched record CLM-421464, policy version 1
- Record linked automatically9cadeedda82026-10-19 19:32:31, scoring_agentidentity id MBR-025291, confidence 1, method probabilistic, matched record CLM-421464, policy version 1
- Record linked automaticallyd15a81cd732026-10-19 19:31:28, scoring_agentidentity id MBR-041536, confidence 1, method probabilistic, matched record TPA-59375, policy version 1