Record, CLM, bronze and silver
CLM-410210
Received 2026-07-24T00:09:22Z, line 79,469 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 | ·SARAH | Sarah | Changed |
| Middle | B | B | Unchanged |
| Last name | EDWARDS | Edwards | Changed |
| Date of birth | Apr 27, 1940 | 1940-04-27 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-84878-58 | UHC-84878-58 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | +1 236 977 6893 | 2369776893 | Parsed |
| NULL | — | Cleared | |
| Address | ·7813 Main St #870 | 7813 Main St # 870 | Changed |
| City | SAN DIEGO | San Diego | Changed |
| State | CA | CA | Unchanged |
| ZIP | 92118 | 92118 | Unchanged |
| Group | ···· | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.74
- Name key
- sarah|edwards
- Address key
- 7813|main|92118
- Canonical first
- sarah
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-410209 | 1.00 | Scored | — | Auto-linked |
| TPA-54475 | 0.97 | Scored | — | Auto-linked |
| TPA-54474 | 0.81 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021509
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sarah Edwards, 1940-04-27, 3 records, Verified
Evidence
Matched against CLM-410209
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyc0897f9c022026-10-22 12:43:54, scoring_agentidentity id MBR-021509, confidence 1, method probabilistic, matched record CLM-410209, policy version 1
- Record linked automatically68704d02dc2026-10-19 19:54:38, scoring_agentidentity id MBR-021509, confidence 1, method probabilistic, matched record CLM-410209, policy version 1
- Record linked automatically3a18de7daa2026-10-19 19:52:09, scoring_agentidentity id MBR-021509, confidence 1, method probabilistic, matched record CLM-410209, policy version 1
- Record linked automatically9b733f56842026-10-19 19:45:42, scoring_agentidentity id MBR-021509, confidence 1, method probabilistic, matched record CLM-410209, policy version 1
- Record linked automatically0d0d2596942026-10-19 19:32:31, scoring_agentidentity id MBR-021509, confidence 1, method probabilistic, matched record CLM-410209, policy version 1
- Record linked automatically9d4fb0e87e2026-10-19 19:31:28, scoring_agentidentity id MBR-024528, confidence 1, method probabilistic, matched record ENR-113498, policy version 1