Record, CLM, bronze and silver
CLM-425870
Received 2026-02-07T10:03:11Z, line 8,611 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Jacobs, Kathy | Kathy | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Jacobs | Changed |
| Date of birth | Feb 7, 1999 | 1999-02-07 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4681 | •••-••-4681 | Unchanged |
| Phone | (565) 228-8069 | 5652288069 | Parsed |
| - | — | Cleared | |
| Address | 2475 Harbor Blvd | 2475 Harbor Blvd | Unchanged |
| City | ·HOUSTON | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | 77074 | 77074 | Unchanged |
| Group | GRP-0104 | GRP-0104 | Unchanged |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.76
- Name key
- kathleen|jacobs
- Address key
- 2475|harbor|77074
- Canonical first
- kathleen
Quality flags
6 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| ENR-133823 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-425869 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| ENR-133822 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-007114
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Kathleen Jacobs, 1999-02-07, 4 records, Verified
Evidence
Matched against ENR-133822
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | nickname |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallya2fe8ee11c2026-10-19 19:54:38, matching_agentidentity id MBR-007114, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133822
- Record linked automatically1b269980cd2026-10-19 19:52:09, matching_agentidentity id MBR-007114, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133822
- Record linked automaticallya7572438bb2026-10-19 19:45:42, matching_agentidentity id MBR-007114, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133822
- Record linked automaticallyc90e6bed9b2026-10-19 19:32:31, matching_agentidentity id MBR-007114, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-133822
- Record linked automatically885b176aa82026-10-19 19:31:28, scoring_agentidentity id MBR-025689, confidence 1, method probabilistic, matched record ENR-134146, policy version 1