Record, CLM, bronze and silver
CLM-428456
Received 2026-02-11T17:40:24Z, line 98,248 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 | Juditth | Juditth | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Castillo | Castillo | Unchanged |
| Date of birth | 1969-12-01 | 1969-12-01 | Unchanged |
| Gender | F·· | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | NULL | — | Cleared |
| Phone | ·(245) 550-5351 | 2455505351 | Parsed |
| JUDITH.CASTILLO@GMAIL.COM | judith.castillo@gmail.com | Changed | |
| Address | 7486 MAIN ST | 7486 Main St | Changed |
| City | Nashville | Nashville | Unchanged |
| State | TN | TN | Unchanged |
| ZIP | 37235 | 37235 | Unchanged |
| Group | ·- | — | Cleared |
| Plan | MEDICARE-ADV-B·· | MEDICARE-ADV-B | Changed |
- Quality score
- 0.76
- Name key
- juditth|castillo
- Address key
- 7486|main|37235
- Canonical first
- juditth
Quality flags
6 raised during normalisation
- 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
- Email lower-casedEmail lower-cased
- 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-428457 | 1.00 | Scored | — | Auto-linked |
| ENR-137331 | 1.00 | Scored | — | Auto-linked |
| CLM-428458 | 1.00 | Scored | — | Auto-linked |
| ENR-137330 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012296
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judith Castillo, 1969-12-01, 5 records, Verified
Evidence
Matched against CLM-428457
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyaf36d012d92026-10-19 19:54:38, scoring_agentidentity id MBR-012296, confidence 1, method probabilistic, matched record CLM-428457, policy version 1
- Record linked automaticallyb32813133a2026-10-19 19:52:09, scoring_agentidentity id MBR-012296, confidence 1, method probabilistic, matched record CLM-428457, policy version 1
- Record linked automatically7b9f0156c32026-10-19 19:45:42, scoring_agentidentity id MBR-012296, confidence 1, method probabilistic, matched record CLM-428457, policy version 1
- Record linked automaticallycf2332ead92026-10-19 19:32:31, scoring_agentidentity id MBR-012296, confidence 1, method probabilistic, matched record CLM-428457, policy version 1
- Record linked automatically084edbb72c2026-10-19 19:31:28, matching_agentidentity id MBR-043522, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-137578