Record, CLM, bronze and silver
CLM-413427
Received 2026-01-19T08:50:11Z, line 79,766 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 | CHRISTINE | Christine | Changed |
| Middle | — | — | Unchanged |
| Last name | JAMES | James | Changed |
| Date of birth | 02/26/57 | 1957-02-26 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | ···· | — | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 630.223.6362 | 6302236362 | Parsed |
| null | — | Cleared | |
| Address | 7804 APACHE BLVD | 7804 Apache Blvd | Changed |
| City | Chandler·· | Chandler | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | N/A | — | Cleared |
| Group | - | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- christine|james
- Address key
- 7804|apache|chandler
- Canonical first
- christine
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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-23906 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005743
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Christine James, 1957-02-26, 2 records, Verified
Evidence
Matched against PRV-23906
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically427b0a139d2026-10-19 19:54:38, scoring_agentidentity id MBR-005743, confidence 0.937, method probabilistic, matched record PRV-23906, policy version 1
- Record linked automatically201682085b2026-10-19 19:52:08, scoring_agentidentity id MBR-005743, confidence 0.937, method probabilistic, matched record PRV-23906, policy version 1
- Record linked automaticallydd1d787d582026-10-19 19:45:42, scoring_agentidentity id MBR-005743, confidence 0.937, method probabilistic, matched record PRV-23906, policy version 1
- Record linked automatically1f81ea1cf02026-10-19 19:32:31, scoring_agentidentity id MBR-005743, confidence 0.937, method probabilistic, matched record PRV-23906, policy version 1
- Record linked automaticallyfaba6b4f0c2026-10-19 19:31:28, matching_agentidentity id MBR-005359, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117696