Record, CLM, bronze and silver
CLM-428476
Received 2026-07-23T13:36:01Z , line 31,194 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 | Betty·· | Betty | Changed |
| Middle | — | — | Unchanged |
| Last name | Shaw | Shaw | Unchanged |
| Date of birth | 1991-09-25 | 1991-09-25 | Unchanged |
| Gender | N/A | — | Cleared |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-3401 | •••-••-3401 | Unchanged |
| Phone | ·17908192366 | 7908192366 | Parsed |
| N/A | — | Cleared | |
| Address | 8709 Pine Drive | 8709 Pine Dr | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85289 | 85289 | Unchanged |
| Group | - | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- betty|shaw
- Address key
- 8709|pine|85289
- Canonical first
- betty
Quality flags
5 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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
- 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-137353 | 0.98 | Scored | — | Auto-linked |
| TPA-62579 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-039375
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Betty Shaw, 1991-09-25, 3 records, Verified
Evidence
Matched against ENR-137353
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.92 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallye77693d3152026-10-22 12:43:55, scoring_agentidentity id MBR-039375, confidence 0.98, method probabilistic, matched record ENR-137353, policy version 1
- Record linked automatically3947c166252026-10-19 19:54:39, scoring_agentidentity id MBR-039375, confidence 0.98, method probabilistic, matched record ENR-137353, policy version 1
- Record linked automaticallyb7892fdfe02026-10-19 19:52:09, scoring_agentidentity id MBR-039375, confidence 0.98, method probabilistic, matched record ENR-137353, policy version 1
- Record linked automatically2d52ff47592026-10-19 19:45:42, scoring_agentidentity id MBR-039375, confidence 0.98, method probabilistic, matched record ENR-137353, policy version 1
- Record linked automaticallyd110b525bf2026-10-19 19:32:31, scoring_agentidentity id MBR-039375, confidence 0.98, method probabilistic, matched record ENR-137353, policy version 1
- Record linked automaticallye02e6db6602026-10-19 19:31:28, matching_agentidentity id MBR-011451, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137607