Record, CLM, bronze and silver
CLM-426532
Received 2026-02-17T04:27:52Z, line 41,906 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 | ·Ralph | Ralph | Changed |
| Middle | — | — | Unchanged |
| Last name | Armstrong | Armstrong | Unchanged |
| Date of birth | 11-02-1957 | 1957-02-11 | Parsed |
| Gender | ·Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | 7059 DESERT SKY BOULEVARD | 7059 Desert Sky Blvd | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85367 | 85367 | Unchanged |
| Group | null | — | Cleared |
| Plan | ·· | — | Unchanged |
- Quality score
- 0.64
- Name key
- ralph|armstrong
- Address key
- 7059|desert sky|85367
- Canonical first
- ralph
Quality flags
6 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| PRV-27823 | 1.00 | Scored | — | Auto-linked |
| TPA-61728 | 1.00 | Scored | — | Auto-linked |
| CLM-426531 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-013702
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ralph Armstrong, 1957-02-11, 4 records, Verified
Evidence
Matched against PRV-27823
| 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 automatically2b094946f52026-10-22 12:43:54, scoring_agentidentity id MBR-013702, confidence 1, method probabilistic, matched record PRV-27823, policy version 1
- Record linked automaticallyeac90d81ef2026-10-19 19:54:38, scoring_agentidentity id MBR-013702, confidence 1, method probabilistic, matched record PRV-27823, policy version 1
- Record linked automatically858fe8a0032026-10-19 19:52:09, scoring_agentidentity id MBR-013702, confidence 1, method probabilistic, matched record PRV-27823, policy version 1
- Record linked automatically317294f0882026-10-19 19:45:42, scoring_agentidentity id MBR-013702, confidence 1, method probabilistic, matched record PRV-27823, policy version 1
- Record linked automaticallybb5fa822922026-10-19 19:32:31, scoring_agentidentity id MBR-013702, confidence 1, method probabilistic, matched record PRV-27823, policy version 1