Record, CLM, bronze and silver
CLM-430086
Received 2026-06-12T20:23:57Z, line 6,028 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 | Butler, Amy | Amy | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Butler | Changed |
| Date of birth | ·Jun 20, 1959 | 1959-06-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-2753 | •••-••-2753 | Unchanged |
| Phone | null | — | Cleared |
| null·· | — | Cleared | |
| Address | 1003 Harbor Boulevard | 1003 Harbor Blvd | Changed |
| City | TUCSON | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85753 | 85753 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.62
- Name key
- amy|butler
- Address key
- 1003|harbor|85753
- Canonical first
- amy
Quality flags
7 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
- 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-430084 | 1.00 | Scored | — | Auto-linked |
| CLM-430085 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-63284 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-139469 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-430087 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019760
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Amy Butler, 1959-06-20, 6 records, Verified
Evidence
Matched against CLM-430084
| 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 automatically7f0725f5882026-10-19 19:54:38, scoring_agentidentity id MBR-019760, confidence 1, method probabilistic, matched record CLM-430084, policy version 1
- Record linked automaticallya2a6ff12eb2026-10-19 19:52:09, scoring_agentidentity id MBR-019760, confidence 1, method probabilistic, matched record CLM-430084, policy version 1
- Record linked automaticallyc0c16b1fe02026-10-19 19:45:42, scoring_agentidentity id MBR-019760, confidence 1, method probabilistic, matched record CLM-430084, policy version 1
- Record linked automaticallyb8191d2f1f2026-10-19 19:32:31, scoring_agentidentity id MBR-019760, confidence 1, method probabilistic, matched record CLM-430084, policy version 1
- Record linked automatically585c79daee2026-10-19 19:31:28, scoring_agentidentity id MBR-039836, confidence 1, method probabilistic, matched record TPA-63202, policy version 1