Record, CLM, bronze and silver
CLM-420233
Received 2026-01-18T21:10:31Z, line 7,193 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 | KAREN | Karen | Changed |
| Middle | Q. | Q | Changed |
| Last name | RUIZ | Ruiz | Changed |
| Date of birth | 08/01/43 | 1943-08-01 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | uhc-25421-25 | UHC-25421-25 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | 19193230121 | 9193230121 | Parsed |
| UNKNOWN·· | — | Cleared | |
| Address | 5995 Sage Court | 5995 Sage Ct | Changed |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78782 | 78782 | Unchanged |
| Group | GRP-6459 | GRP-6459 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.48
- Name key
- karen|ruiz
- Address key
- 5995|sage|78782
- Canonical first
- karen
Quality flags
8 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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-420234 | 1.00 | Scored | — | Auto-linked |
| TPA-58904 | 1.00 | Scored | — | Auto-linked |
| CLM-420235 | 1.00 | Scored | — | Auto-linked |
| ENR-126600 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-58905 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-005611
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Ruiz, 1943-08-01, 6 records, Verified
Evidence
Matched against CLM-420234
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically0b0630f7152026-10-19 19:54:38, scoring_agentidentity id MBR-005611, confidence 1, method probabilistic, matched record CLM-420234, policy version 1
- Record linked automaticallyf0abbc19b82026-10-19 19:52:08, scoring_agentidentity id MBR-005611, confidence 1, method probabilistic, matched record CLM-420234, policy version 1
- Record linked automaticallyc65b4692912026-10-19 19:45:42, scoring_agentidentity id MBR-005611, confidence 1, method probabilistic, matched record CLM-420234, policy version 1
- Record linked automatically7a7a995f942026-10-19 19:32:31, scoring_agentidentity id MBR-005611, confidence 1, method probabilistic, matched record CLM-420234, policy version 1
- Record linked automatically25ac4723e32026-10-19 19:31:28, matching_agentidentity id MBR-015119, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-126553