Record, CLM, bronze and silver
CLM-411659
Received 2026-07-26T22:58:40Z, line 34,531 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 | Lisa, Sanchez | Sanchez | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Lisa | Changed |
| Date of birth | 1951-01-20 | 1951-01-20 | Unchanged |
| Gender | — | — | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4650 | •••-••-4650 | Unchanged |
| Phone | 318.778.3038 | 3187783038 | Parsed |
| — | — | Unchanged | |
| Address | 3976 MESA DRIVE | 3976 Mesa Dr | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85253 | 85253 | Unchanged |
| Group | ·GRP-1667 | GRP-1667 | Changed |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.68
- Name key
- sanchez|lisa
- Address key
- 3976|mesa|85253
- Canonical first
- sanchez
Quality flags
4 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-115353 | 0.99 | Scored | — | Auto-linked |
| CLM-411658 | 0.98 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-018703
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Lisa Sanchez, 1951-01-20, 4 records, Verified
Evidence
Matched against ENR-115353
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically1b1d9cc6ca2026-10-19 19:54:38, scoring_agentidentity id MBR-018703, confidence 0.987, method probabilistic, matched record ENR-115353, policy version 1
- Record linked automatically9e26a381892026-10-19 19:52:09, scoring_agentidentity id MBR-018703, confidence 0.987, method probabilistic, matched record ENR-115353, policy version 1
- Record linked automaticallye8f8fd6f5b2026-10-19 19:45:42, scoring_agentidentity id MBR-018703, confidence 0.987, method probabilistic, matched record ENR-115353, policy version 1
- Record linked automaticallyd87d74db172026-10-19 19:32:31, scoring_agentidentity id MBR-018703, confidence 0.987, method probabilistic, matched record ENR-115353, policy version 1
- Record linked automatically877be59fcb2026-10-19 19:31:28, scoring_agentidentity id MBR-011765, confidence 0.993, method probabilistic, matched record PRV-23459, policy version 1