Record, CLM, bronze and silver
CLM-421711
Received 2026-02-25T03:54:26Z, line 7,470 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 | LAUURA | Lauura | Changed |
| Middle | — | — | Unchanged |
| Last name | ELLIS | Ellis | Changed |
| Date of birth | 10/28/1991 | 1991-10-28 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (261) 265-4691·· | 2612654691 | Parsed |
| laura.ellis@aol.com | laura.ellis@aol.com | Unchanged | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | null | — | Cleared |
| Group | GRP-3756 | GRP-3756 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.76
- Name key
- lauura|ellis
- Address key
- —
- Canonical first
- lauura
Quality flags
6 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-128419 | 0.99 | Scored | — | Auto-linked |
| ENR-128420 | 0.99 | Scored | — | Auto-linked |
| TPA-59531 | 0.99 | Scored | — | Auto-linked |
| TPA-59532 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015707
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Laura Ellis, 1991-10-28, 4 records, Verified
Evidence
Matched against ENR-128419
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallydda7dbad852026-10-19 19:54:38, scoring_agentidentity id MBR-015707, confidence 0.995, method probabilistic, matched record ENR-128419, policy version 1
- Record linked automatically0f3ea932692026-10-19 19:52:09, scoring_agentidentity id MBR-015707, confidence 0.995, method probabilistic, matched record ENR-128419, policy version 1
- Record linked automatically01aa41f9722026-10-19 19:45:42, scoring_agentidentity id MBR-015707, confidence 0.995, method probabilistic, matched record ENR-128419, policy version 1
- Record linked automatically1971d93e532026-10-19 19:32:31, scoring_agentidentity id MBR-015707, confidence 0.995, method probabilistic, matched record ENR-128419, policy version 1
- Record linked automatically5ca2e24eae2026-10-19 19:31:28, matching_agentidentity id MBR-013105, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128533