Record, CLM, bronze and silver
CLM-423292
Received 2026-03-18T08:46:10Z, line 90,496 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 | ROBERT | Robert | Changed |
| Middle | ···· | — | Unchanged |
| Last name | MOORE | Moore | Changed |
| Date of birth | 11/8/1975 | 1975-11-08 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| N/A·· | — | Cleared | |
| Address | 3363 Meadow Lane | 3363 Meadow Ln | Changed |
| City | TUCSON | Tucson | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | -·· | — | Cleared |
| Group | N/A | — | Cleared |
| Plan | MEDICARE-ADV-A·· | MEDICARE-ADV-A | Changed |
- Quality score
- 0.60
- Name key
- robert|moore
- Address key
- 3363|meadow|tucson
- Canonical first
- robert
Quality flags
8 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)
- 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
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- 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-26874 | 0.93 | Scored | — | Auto-linked |
| TPA-60248 | 0.92 | Scored | — | Auto-linked |
| CLM-423293 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020450
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Robert Moore, 1975-11-08, 4 records, Verified
Evidence
Matched against PRV-26874
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically084f0f99da2026-10-19 19:54:38, scoring_agentidentity id MBR-020450, confidence 0.925, method probabilistic, matched record PRV-26874, policy version 1
- Record linked automatically71715213942026-10-19 19:52:09, scoring_agentidentity id MBR-020450, confidence 0.925, method probabilistic, matched record PRV-26874, policy version 1
- Record linked automaticallyd86f729fdf2026-10-19 19:45:42, scoring_agentidentity id MBR-020450, confidence 0.925, method probabilistic, matched record PRV-26874, policy version 1
- Record linked automatically24b3a095b42026-10-19 19:32:31, scoring_agentidentity id MBR-020450, confidence 0.925, method probabilistic, matched record PRV-26874, policy version 1
- Record linked automaticallyeead56857b2026-10-19 19:31:28, matching_agentidentity id MBR-013428, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423293