Record, CLM, bronze and silver
CLM-408238
Received 2026-05-17T22:10:18Z , line 28,057 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 | JULIA | Julia | Changed |
| Middle | — | — | Unchanged |
| Last name | ESTRADA | Estrada | Changed |
| Date of birth | 12/16/1999 | 1999-12-16 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | ·N/A | — | Cleared |
| Phone | 841-942-8442 | 8419428442 | Parsed |
| julia.estrada@yahoo.com | julia.estrada@yahoo.com | Unchanged | |
| Address | 9472 Bayshore Dr #137 | 9472 Bayshore Dr # 137 | Changed |
| City | San Diego | San Diego | Unchanged |
| State | California | CA | Changed |
| ZIP | - | — | Cleared |
| Group | GRP-9803 | GRP-9803 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.50
- Name key
- julia|estrada
- Address key
- 9472|bayshore|san diego
- Canonical first
- julia
Quality flags
7 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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- State name converted to codeFull state name replaced by its two-letter USPS code
- ZIP missingStreet address present but no ZIP supplied
- 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-22429 | 0.94 | Scored | — | Auto-linked |
| ENR-110859 | 0.94 | Scored | — | Auto-linked |
| ENR-110858 | 0.94 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-010644
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Julia Estrada, 1999-12-16, 4 records, Verified
Evidence
Matched against PRV-22429
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically10333768452026-10-19 19:54:38, scoring_agentidentity id MBR-010644, confidence 0.94, method probabilistic, matched record PRV-22429, policy version 1
- Record linked automatically18e9b739672026-10-19 19:52:09, scoring_agentidentity id MBR-010644, confidence 0.94, method probabilistic, matched record PRV-22429, policy version 1
- Record linked automaticallya64a4a01a62026-10-19 19:45:42, scoring_agentidentity id MBR-010644, confidence 0.94, method probabilistic, matched record PRV-22429, policy version 1
- Record linked automatically39ea91ac7e2026-10-19 19:32:31, scoring_agentidentity id MBR-010644, confidence 0.94, method probabilistic, matched record PRV-22429, policy version 1
- Record linked automaticallyf76c61836b2026-10-19 19:31:28, matching_agentidentity id MBR-036069, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-110824