Record, CLM, bronze and silver
CLM-414898
Received 2026-03-28T07:01:47Z, line 72,462 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 | Sandra·· | Sandra | Changed |
| Middle | — | — | Unchanged |
| Last name | Singh | Singh | Unchanged |
| Date of birth | 10/23/1975 | 1975-10-23 | Parsed |
| Gender | null | — | Cleared |
| Member ID | — | — | Unchanged |
| SSN | ·null | — | Cleared |
| Phone | — | — | Unchanged |
| sandra.singh@proton.me | sandra.singh@proton.me | Unchanged | |
| Address | 1491 Jefferson Ave | 1491 Jefferson Ave | Unchanged |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85269·· | 85269 | Changed |
| Group | GRP-4823 | GRP-4823 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.94
- Name key
- sandra|singh
- Address key
- 1491|jefferson|85269
- Canonical first
- sandra
Quality flags
3 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-119593 | 1.00 | Scored | — | Auto-linked |
| ENR-119594 | 0.99 | Scored | — | Auto-linked |
| CLM-414897 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014858
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sandra Singh, 1975-10-23, 4 records, Verified
Evidence
Matched against ENR-119593
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically16735e00092026-10-22 12:43:54, scoring_agentidentity id MBR-014858, confidence 1, method probabilistic, matched record ENR-119593, policy version 1
- Record linked automatically97d0ceec3b2026-10-19 19:54:38, scoring_agentidentity id MBR-014858, confidence 1, method probabilistic, matched record ENR-119593, policy version 1
- Record linked automatically5e3a6071e02026-10-19 19:52:09, scoring_agentidentity id MBR-014858, confidence 1, method probabilistic, matched record ENR-119593, policy version 1
- Record linked automaticallya9c13069db2026-10-19 19:45:42, scoring_agentidentity id MBR-014858, confidence 1, method probabilistic, matched record ENR-119593, policy version 1
- Record linked automaticallyb6ea986a382026-10-19 19:32:31, scoring_agentidentity id MBR-014858, confidence 1, method probabilistic, matched record ENR-119593, policy version 1
- Record linked automatically6b1da5764c2026-10-19 19:31:28, scoring_agentidentity id MBR-011105, confidence 1, method probabilistic, matched record ENR-119529, policy version 1