Record, CLM, bronze and silver
CLM-422583
Received 2026-10-11T12:24:33Z, line 60,903 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 | John | John | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Hughes | Hughes | Changed |
| Date of birth | ·19470908 | 1947-09-08 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 328.335.2963 | 3283352963 | Parsed |
| — | — | Unchanged | |
| Address | 1769 Mesa Dr | 1769 Mesa Dr | Unchanged |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85216 | 85216 | Unchanged |
| Group | null | — | Cleared |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.92
- Name key
- john|hughes
- Address key
- 1769|mesa|85216
- Canonical first
- john
Quality flags
4 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| TPA-59925 | 1.00 | Scored | — | Auto-linked |
| ENR-129599 | 1.00 | Scored | — | Auto-linked |
| CLM-422582 | 1.00 | Scored | — | Auto-linked |
| TPA-59924 | 1.00 | Scored | — | Auto-linked |
| CLM-422584 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010389
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: John Hughes, 1947-09-08, 6 records, Verified
Evidence
Matched against CLM-422582
| 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
5 hash-chained entries for this record
- Record linked automaticallyfea73d73312026-10-19 19:54:38, scoring_agentidentity id MBR-010389, confidence 1, method probabilistic, matched record CLM-422582, policy version 1
- Record linked automatically954a96e77b2026-10-19 19:52:09, scoring_agentidentity id MBR-010389, confidence 1, method probabilistic, matched record CLM-422582, policy version 1
- Record linked automatically4b339944bc2026-10-19 19:45:42, scoring_agentidentity id MBR-010389, confidence 1, method probabilistic, matched record CLM-422582, policy version 1
- Record linked automaticallyae8c7883142026-10-19 19:32:31, scoring_agentidentity id MBR-010389, confidence 1, method probabilistic, matched record CLM-422582, policy version 1
- Record linked automaticallyea2658f6152026-10-19 19:31:28, scoring_agentidentity id MBR-030395, confidence 0.992, method probabilistic, matched record CLM-422584, policy version 1