Record, CLM, bronze and silver
CLM-419618
Received 2026-03-14T12:46:47Z, line 7,198 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 | Aaron | Aaron | Unchanged |
| Middle | — | — | Unchanged |
| Last name | ·Berry | Berry | Changed |
| Date of birth | 3/4/1972 | 1972-03-04 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | ·null | — | Cleared |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 3935 Market Street | 3935 Market St | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85286 | 85286 | Unchanged |
| Group | - | — | Cleared |
| Plan | null | — | Cleared |
- Quality score
- 0.64
- Name key
- aaron|berry
- Address key
- 3935|market|85286
- Canonical first
- aaron
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 |
|---|---|---|---|---|
| CLM-419617 | 1.00 | Scored | — | Auto-linked |
| ENR-125825 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019637
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Aaron Berry, 1972-03-04, 3 records, Verified
Evidence
Matched against CLM-419617
| 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 automatically61003294b02026-10-19 19:54:38, scoring_agentidentity id MBR-019637, confidence 1, method probabilistic, matched record CLM-419617, policy version 1
- Record linked automatically9d9d41fe182026-10-19 19:52:09, scoring_agentidentity id MBR-019637, confidence 1, method probabilistic, matched record CLM-419617, policy version 1
- Record linked automatically42285a89332026-10-19 19:45:42, scoring_agentidentity id MBR-019637, confidence 1, method probabilistic, matched record CLM-419617, policy version 1
- Record linked automatically5cc7185bfc2026-10-19 19:32:31, scoring_agentidentity id MBR-019637, confidence 1, method probabilistic, matched record CLM-419617, policy version 1
- Record linked automatically8a5a238ccc2026-10-19 19:31:28, matching_agentidentity id MBR-002094, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-125747