Record, CLM, bronze and silver
CLM-417217
Received 2026-09-12T22:47:43Z, line 9,627 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 | Murphy, Kate | Kate | Changed |
| Middle | T | T | Unchanged |
| Last name | — | Murphy | Changed |
| Date of birth | 9/2/2001 | 2001-09-02 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-1998 | •••-••-1998 | Unchanged |
| Phone | 344-626-2127 | 3446262127 | Parsed |
| ·N/A | — | Cleared | |
| Address | 5536 MAIN ST | 5536 Main St | Changed |
| City | Miami | Miami | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33178 | 33178 | Unchanged |
| Group | — | — | Unchanged |
| Plan | medicare-adv-b | MEDICARE-ADV-B | Changed |
- Quality score
- 0.62
- Name key
- katherine|murphy
- Address key
- 5536|main|33178
- Canonical first
- katherine
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)
- 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
- Plan code upper-casedPlan code upper-cased
- 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 |
|---|---|---|---|---|
| ENR-122683 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-041962
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Katherine Murphy, 2001-09-02, 2 records, Verified
Evidence
Matched against ENR-122683
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| 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 automaticallya0297273b22026-10-22 12:43:55, scoring_agentidentity id MBR-041962, confidence 1, method probabilistic, matched record ENR-122683, policy version 1
- Record linked automatically2ae2d28c7d2026-10-19 19:54:39, scoring_agentidentity id MBR-041962, confidence 1, method probabilistic, matched record ENR-122683, policy version 1
- Record linked automaticallyca3e8fc6022026-10-19 19:52:09, scoring_agentidentity id MBR-041962, confidence 1, method probabilistic, matched record ENR-122683, policy version 1
- Record linked automatically50d40073f12026-10-19 19:45:42, scoring_agentidentity id MBR-041962, confidence 1, method probabilistic, matched record ENR-122683, policy version 1
- Record linked automaticallyd611c0f6692026-10-19 19:32:31, scoring_agentidentity id MBR-041962, confidence 1, method probabilistic, matched record ENR-122683, policy version 1
- Record linked automaticallyb2566dbbca2026-10-19 19:31:28, scoring_agentidentity id MBR-034678, confidence 1, method probabilistic, matched record TPA-57521, policy version 1