Record, CLM, bronze and silver
CLM-408681
Received 2026-03-04T21:39:08Z, line 58,418 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 | CHRISTIIAN | Christiian | Changed |
| Middle | O | O | Unchanged |
| Last name | BARNES | Barnes | Changed |
| Date of birth | 19411112 | 1941-11-12 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-0372 | •••-••-0372 | Unchanged |
| Phone | 926.351.7139 | 9263517139 | Parsed |
| — | — | Unchanged | |
| Address | 7655 Canyon Road | 7655 Canyon Rd | Changed |
| City | Los Angeles | Los Angeles | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 90057·· | 90057 | Changed |
| Group | GRP-7967 | GRP-7967 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.60
- Name key
- christiian|barnes
- Address key
- 7655|canyon|90057
- Canonical first
- christiian
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)
- 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
- 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-22569 | 1.00 | Scored | — | Auto-linked |
| CLM-408682 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-111436 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-408680 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-000967
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Christian Barnes, 1941-11-12, 5 records, Verified
Evidence
Matched against PRV-22569
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically55c5aa843f2026-10-22 12:43:52, scoring_agentidentity id MBR-000967, confidence 0.997, method probabilistic, matched record PRV-22569, policy version 1
- Record linked automatically023b8a25932026-10-19 19:54:38, scoring_agentidentity id MBR-000967, confidence 0.997, method probabilistic, matched record PRV-22569, policy version 1
- Record linked automaticallyd1f806052e2026-10-19 19:52:08, scoring_agentidentity id MBR-000967, confidence 0.997, method probabilistic, matched record PRV-22569, policy version 1
- Record linked automaticallyd277ad32782026-10-19 19:45:41, scoring_agentidentity id MBR-000967, confidence 0.997, method probabilistic, matched record PRV-22569, policy version 1
- Record linked automaticallyf2d43187022026-10-19 19:32:31, scoring_agentidentity id MBR-000967, confidence 0.997, method probabilistic, matched record PRV-22569, policy version 1
- Record linked automaticallyf38c2e7d7e2026-10-19 19:31:28, matching_agentidentity id MBR-003556, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-111415