Record, CLM, bronze and silver
CLM-400783
Received 2026-01-03T05:54:25Z, line 75,971 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 | Fatima·· | Fatima | Changed |
| Middle | — | — | Unchanged |
| Last name | Cook | Cook | Unchanged |
| Date of birth | 19750318 | 1975-03-18 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-7670 | •••-••-7670 | Unchanged |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 3264 LAKE VIEW ROAD | 3264 Lake View Rd | Changed |
| City | Sacramento | Sacramento | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 95812 | 95812 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.64
- Name key
- fatima|cook
- Address key
- 3264|lake view|95812
- Canonical first
- fatima
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-400780 | 1.00 | Scored | — | Auto-linked |
| CLM-400781 | 1.00 | Scored | — | Auto-linked |
| TPA-50366 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-400782 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000710
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Fatima Cook, 1975-03-18, 5 records, Verified
Evidence
Matched against CLM-400780
| 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 automatically916f7093a62026-10-19 19:54:38, scoring_agentidentity id MBR-000710, confidence 1, method probabilistic, matched record CLM-400780, policy version 1
- Record linked automatically98d43e42972026-10-19 19:52:08, scoring_agentidentity id MBR-000710, confidence 1, method probabilistic, matched record CLM-400780, policy version 1
- Record linked automaticallyfe0a8716092026-10-19 19:45:41, scoring_agentidentity id MBR-000710, confidence 1, method probabilistic, matched record CLM-400780, policy version 1
- Record linked automatically9245e1823e2026-10-19 19:32:31, scoring_agentidentity id MBR-000710, confidence 1, method probabilistic, matched record CLM-400780, policy version 1
- Record linked automaticallycf0651b5eb2026-10-19 19:31:28, scoring_agentidentity id MBR-005772, confidence 1, method probabilistic, matched record CLM-400786, policy version 1