Record, CLM, bronze and silver
CLM-400231
Received 2026-04-09T06:25:11Z, line 94,252 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | AUSTIN | Austin | Changed |
| Middle | — | — | Unchanged |
| Last name | STONE | Stone | Changed |
| Date of birth | 11/17/1949 | 1949-11-17 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | NULL | — | Cleared |
| SSN | •••-••-5740 | •••-••-5740 | Unchanged |
| Phone | 462-553-0574 | 4625530574 | Parsed |
| null | — | Cleared | |
| Address | 4169 Jefferson Avenue | 4169 Jefferson Ave | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ·NULL | — | Cleared |
| Group | - | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.46
- Name key
- austin|stone
- Address key
- 4169|jefferson|chandler
- Canonical first
- austin
Quality flags
9 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)
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| ENR-100325 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-400230 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| PRV-20066 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-400233 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-400232 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019088
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Austin Stone, 1949-11-17, 6 records, Verified
Evidence
Matched against CLM-400232
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically473b55ad1c2026-10-19 19:54:38, matching_agentidentity id MBR-019088, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400232
- Record linked automatically33bbd0fe2e2026-10-19 19:52:09, matching_agentidentity id MBR-019088, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400232
- Record linked automatically67d3c9d4b32026-10-19 19:45:42, matching_agentidentity id MBR-019088, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400232
- Record linked automatically12353ef8a82026-10-19 19:32:31, matching_agentidentity id MBR-019088, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-400232
- Record linked automatically342653513b2026-10-19 19:31:28, scoring_agentidentity id MBR-012600, confidence 1, method probabilistic, matched record TPA-50096, policy version 1