Record, CLM, bronze and silver
CLM-411772
Received 2026-04-09T18:34:25Z, line 44,046 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 | NATALIE | Natalie | Changed |
| Middle | — | — | Unchanged |
| Last name | FERNANDEZ·· | Fernandez | Changed |
| Date of birth | ·9/17/1950 | 1950-09-17 | Parsed |
| Gender | ·Male | M | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-5233 | •••-••-5233 | Unchanged |
| Phone | (415) 203-0125 | 4152030125 | Parsed |
| — | — | Unchanged | |
| Address | NULL·· | — | Cleared |
| City | — | — | Unchanged |
| State | N/A·· | — | Cleared |
| ZIP | NULL | — | Cleared |
| Group | — | — | Unchanged |
| Plan | ···· | — | Unchanged |
- Quality score
- 0.76
- Name key
- natalie|fernandez
- Address key
- —
- Canonical first
- natalie
Quality flags
6 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
- 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-23397 | 1.00 | Scored | — | Auto-linked |
| CLM-411773 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-411771 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009658
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Natalie Fernandez, 1950-09-17, 3 records, Verified
Evidence
Matched against PRV-23397
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automaticallya2115ad5172026-10-22 12:43:54, scoring_agentidentity id MBR-009658, confidence 1, method probabilistic, matched record PRV-23397, policy version 1
- Record linked automatically406fe892e32026-10-19 19:54:38, scoring_agentidentity id MBR-009658, confidence 1, method probabilistic, matched record PRV-23397, policy version 1
- Record linked automaticallye51cffe49e2026-10-19 19:52:09, scoring_agentidentity id MBR-009658, confidence 1, method probabilistic, matched record PRV-23397, policy version 1
- Record linked automaticallybbd9cb04102026-10-19 19:45:42, scoring_agentidentity id MBR-009658, confidence 1, method probabilistic, matched record PRV-23397, policy version 1
- Record linked automatically70ce562c252026-10-19 19:32:31, scoring_agentidentity id MBR-009658, confidence 1, method probabilistic, matched record PRV-23397, policy version 1
- Record linked automaticallyff01bff9e92026-10-19 19:31:28, scoring_agentidentity id MBR-013533, confidence 1, method probabilistic, matched record PRV-23493, policy version 1