Record, CLM, bronze and silver
CLM-416700
Received 2026-08-27T00:22:18Z, line 72,560 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 | SARA | Sara | Changed |
| Middle | ···· | — | Unchanged |
| Last name | RAMIREZ | Ramirez | Changed |
| Date of birth | 10-07-1991 | 1991-07-10 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC3055371 | UHC-30553-71 | Parsed |
| SSN | - | — | Cleared |
| Phone | 520-879-8861 | 5208798861 | Parsed |
| — | — | Unchanged | |
| Address | 3107 Lake View Road | 3107 Lake View Rd | Changed |
| City | ·Gilbert | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85270 | 85270 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.58
- Name key
- sara|ramirez
- Address key
- 3107|lake view|85270
- Canonical first
- sara
Quality flags
9 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
- 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
- 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-121933 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-027079
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sara Ramirez, 1991-07-10, 2 records, Verified
Evidence
Matched against ENR-121933
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyf004e933ee2026-10-22 12:43:54, matching_agentidentity id MBR-027079, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121933
- Record linked automaticallye537b278782026-10-19 19:54:38, matching_agentidentity id MBR-027079, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121933
- Record linked automatically8257ee8c332026-10-19 19:52:09, matching_agentidentity id MBR-027079, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121933
- Record linked automaticallyce17ff064b2026-10-19 19:45:42, matching_agentidentity id MBR-027079, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121933
- Record linked automatically640a6885b82026-10-19 19:32:31, matching_agentidentity id MBR-027079, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121933
- Record linked automatically6f158d756b2026-10-19 19:31:28, scoring_agentidentity id MBR-002120, confidence 1, method probabilistic, matched record PRV-24884, policy version 1