Record, CLM, bronze and silver
CLM-401972
Received 2026-02-21T04:33:55Z, line 16,735 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 | Walter | Walter | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Palmer | Palmer | Unchanged |
| Date of birth | 1979-12-15·· | 1979-12-15 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | •••-••-9816 | •••-••-9816 | Unchanged |
| Phone | 799-749-6707 | 7997496707 | Parsed |
| — | — | Unchanged | |
| Address | 3447 Ridge Road | 3447 Ridge Rd | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85235 | 85235 | Unchanged |
| Group | GRP-7726 | GRP-7726 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.78
- Name key
- walter|palmer
- Address key
- 3447|ridge|85235
- Canonical first
- walter
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 |
|---|---|---|---|---|
| TPA-50852 | 1.00 | Scored | — | Auto-linked |
| CLM-401973 | 1.00 | Scored | — | Auto-linked |
| ENR-102540 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014740
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Walter Palmer, 1979-12-15, 4 records, Verified
Evidence
Matched against TPA-50852
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically9dac8fb35f2026-10-19 19:54:38, scoring_agentidentity id MBR-014740, confidence 1, method probabilistic, matched record TPA-50852, policy version 1
- Record linked automatically6aaf11f4552026-10-19 19:52:09, scoring_agentidentity id MBR-014740, confidence 1, method probabilistic, matched record TPA-50852, policy version 1
- Record linked automaticallyd7ae4d232b2026-10-19 19:45:42, scoring_agentidentity id MBR-014740, confidence 1, method probabilistic, matched record TPA-50852, policy version 1
- Record linked automatically0a03fa10172026-10-19 19:32:31, scoring_agentidentity id MBR-014740, confidence 1, method probabilistic, matched record TPA-50852, policy version 1
- Record linked automatically65fe7038c02026-10-19 19:31:28, scoring_agentidentity id MBR-006694, confidence 0.857, method probabilistic, matched record TPA-50871, policy version 1