Record, CLM, bronze and silver
CLM-427998
Received 2026-03-03T13:54:36Z, line 87,786 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 | ·SHIRLEY | Shirley | Changed |
| Middle | T | T | Unchanged |
| Last name | CARR | Carr | Changed |
| Date of birth | 09/16/1938 | 1938-09-16 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-6940 | •••-••-6940 | Unchanged |
| Phone | 7292272123 | 7292272123 | Unchanged |
| ·- | — | Cleared | |
| Address | 281 Meadow Ln | 281 Meadow Ln | Unchanged |
| City | Fresno·· | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93770 | 93770 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-A·· | MEDICARE-ADV-A | Changed |
- Quality score
- 0.92
- Name key
- shirley|carr
- Address key
- 281|meadow|93770
- Canonical first
- shirley
Quality flags
4 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)
- 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 |
|---|---|---|---|---|
| PRV-28211 | 1.00 | Scored | — | Auto-linked |
| PRV-28212 | 1.00 | Scored | — | Auto-linked |
| ENR-136697 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017170
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Shirley Carr, 1938-09-16, 4 records, Verified
Evidence
Matched against PRV-28211
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically71cb5552e72026-10-19 19:54:38, scoring_agentidentity id MBR-017170, confidence 1, method probabilistic, matched record PRV-28211, policy version 1
- Record linked automatically6c208d439f2026-10-19 19:52:09, scoring_agentidentity id MBR-017170, confidence 1, method probabilistic, matched record PRV-28211, policy version 1
- Record linked automatically97859b36a02026-10-19 19:45:42, scoring_agentidentity id MBR-017170, confidence 1, method probabilistic, matched record PRV-28211, policy version 1
- Record linked automatically24aab417fb2026-10-19 19:32:31, scoring_agentidentity id MBR-017170, confidence 1, method probabilistic, matched record PRV-28211, policy version 1
- Record linked automaticallyb9e379da5c2026-10-19 19:31:28, matching_agentidentity id MBR-009995, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137024