Record, CLM, bronze and silver
CLM-412643
Received 2026-02-28T04:10:34Z, line 11,809 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 | Sanders, Andrea | Andrea | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Sanders | Changed |
| Date of birth | 1976-03-15 | 1976-03-15 | Unchanged |
| Gender | M·· | M | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 8756613660 | 8756613660 | Unchanged |
| andrea.sanders@gmail.com | andrea.sanders@gmail.com | Unchanged | |
| Address | 6103 Market Street | 6103 Market St | Changed |
| City | Columbus·· | Columbus | Changed |
| State | OH | OH | Unchanged |
| ZIP | 43248-1248 | 43248 | Changed |
| Group | GRP-4130 | GRP-4130 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.52
- Name key
- andrea|sanders
- Address key
- 6103|market|43248
- Canonical first
- andrea
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-55555 | 1.00 | Scored | — | Auto-linked |
| ENR-116602 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016426
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Andrea Sanders, 1976-03-15, 3 records, Verified
Evidence
Matched against TPA-55555
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically9bdd615a5e2026-10-22 12:43:54, scoring_agentidentity id MBR-016426, confidence 1, method probabilistic, matched record TPA-55555, policy version 1
- Record linked automaticallycffe9e2b702026-10-19 19:54:38, scoring_agentidentity id MBR-016426, confidence 1, method probabilistic, matched record TPA-55555, policy version 1
- Record linked automaticallyf6fb18c9222026-10-19 19:52:09, scoring_agentidentity id MBR-016426, confidence 1, method probabilistic, matched record TPA-55555, policy version 1
- Record linked automaticallyf13e0128a22026-10-19 19:45:42, scoring_agentidentity id MBR-016426, confidence 1, method probabilistic, matched record TPA-55555, policy version 1
- Record linked automatically500b3aa4712026-10-19 19:32:31, scoring_agentidentity id MBR-016426, confidence 1, method probabilistic, matched record TPA-55555, policy version 1
- Record linked automatically75ab5b11c12026-10-19 19:31:28, matching_agentidentity id MBR-012565, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-116731