Record, CLM, bronze and silver
CLM-409567
Received 2026-02-17T20:47:48Z, line 17,066 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 | DEBRA | Debra | Changed |
| Middle | — | — | Unchanged |
| Last name | MITCHELL | Mitchell | Changed |
| Date of birth | Jul 23, 1988 | 1988-07-23 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | +1 388 337 9800 | 3883379800 | Parsed |
| - | — | Cleared | |
| Address | 7275 LINCOLN WAY | 7275 Lincoln Way | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV | NV | Unchanged |
| ZIP | 89180 | 89180 | Unchanged |
| Group | GRP-4192 | GRP-4192 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.76
- Name key
- debra|mitchell
- Address key
- 7275|lincoln|89180
- Canonical first
- debra
Quality flags
6 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
- 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-409568 | 1.00 | Scored | — | Auto-linked |
| PRV-22795 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013879
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Debra Mitchell, 1988-07-23, 3 records, Verified
Evidence
Matched against CLM-409568
| 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 automatically60a86d9f7a2026-10-22 12:43:54, scoring_agentidentity id MBR-013879, confidence 1, method probabilistic, matched record CLM-409568, policy version 1
- Record linked automatically53cc08bb7d2026-10-19 19:54:38, scoring_agentidentity id MBR-013879, confidence 1, method probabilistic, matched record CLM-409568, policy version 1
- Record linked automaticallybef6614ffc2026-10-19 19:52:09, scoring_agentidentity id MBR-013879, confidence 1, method probabilistic, matched record CLM-409568, policy version 1
- Record linked automaticallybdb324c9aa2026-10-19 19:45:42, scoring_agentidentity id MBR-013879, confidence 1, method probabilistic, matched record CLM-409568, policy version 1
- Record linked automaticallye4e241ac092026-10-19 19:32:31, scoring_agentidentity id MBR-013879, confidence 1, method probabilistic, matched record CLM-409568, policy version 1
- Record linked automatically54942833662026-10-19 19:31:28, scoring_agentidentity id MBR-004862, confidence 1, method probabilistic, matched record PRV-22845, policy version 1