Record, CLM, bronze and silver
CLM-405374
Received 2026-04-13T11:57:34Z, line 78,858 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 | ·Ray, Sara | Sara | Changed |
| Middle | — | — | Unchanged |
| Last name | ·· | Ray | Changed |
| Date of birth | 06/23/70 | 1970-06-23 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | null | — | Cleared |
| SSN | null | — | Cleared |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 2228 JEFFERSON AVE | 2228 Jefferson Ave | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | Nevada | NV | Changed |
| ZIP | null | — | Cleared |
| Group | GRP-3895 | GRP-3895 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.24
- Name key
- sara|ray
- Address key
- 2228|jefferson|las vegas
- Canonical first
- sara
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-107050 | 0.93 | Scored | — | Auto-linked |
| PRV-21550 | 0.93 | Scored | — | Auto-linked |
| CLM-405375 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025596
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Sara Ray, 1970-06-23, 4 records, Verified
Evidence
Matched against ENR-107050
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically0e331de8592026-10-19 19:54:38, scoring_agentidentity id MBR-025596, confidence 0.925, method probabilistic, matched record ENR-107050, policy version 1
- Record linked automatically98d84fe6da2026-10-19 19:52:09, scoring_agentidentity id MBR-025596, confidence 0.925, method probabilistic, matched record ENR-107050, policy version 1
- Record linked automatically008d5664192026-10-19 19:45:42, scoring_agentidentity id MBR-025596, confidence 0.925, method probabilistic, matched record ENR-107050, policy version 1
- Record linked automaticallya4f376a9be2026-10-19 19:32:31, scoring_agentidentity id MBR-025596, confidence 0.925, method probabilistic, matched record ENR-107050, policy version 1
- Record linked automaticallyd015f7fbcd2026-10-19 19:31:28, scoring_agentidentity id MBR-008969, confidence 1, method probabilistic, matched record CLM-405373, policy version 1