Record, CLM, bronze and silver
CLM-430046
Received 2026-07-25T02:04:20Z, line 87,970 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 | Sophia | Sophia | Unchanged |
| Middle | ···· | — | Unchanged |
| Last name | Long | Long | Unchanged |
| Date of birth | 02/07/1941 | 1941-02-07 | Parsed |
| Gender | null | — | Cleared |
| Member ID | uhc-32948-05 | UHC-32948-05 | Parsed |
| SSN | •••-••-6169 | •••-••-6169 | Parsed |
| Phone | 933.253.6532·· | 9332536532 | Parsed |
| — | — | Unchanged | |
| Address | 4154 Mesa Dr | 4154 Mesa Dr | Unchanged |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55324·· | 55324 | Changed |
| Group | GRP-0650 | GRP-0650 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.90
- Name key
- sophia|long
- Address key
- 4154|mesa|55324
- Canonical first
- sophia
Quality flags
5 raised during normalisation
- 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
- 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 |
|---|---|---|---|---|
| TPA-63265 | 1.00 | Scored | — | Auto-linked |
| CLM-430045 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-139397 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004309
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sophia Long, 1941-02-07, 4 records, Verified
Evidence
Matched against TPA-63265
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically1978b6702a2026-10-19 19:54:38, scoring_agentidentity id MBR-004309, confidence 1, method probabilistic, matched record TPA-63265, policy version 1
- Record linked automaticallyf7bb5a990e2026-10-19 19:52:08, scoring_agentidentity id MBR-004309, confidence 1, method probabilistic, matched record TPA-63265, policy version 1
- Record linked automatically75abb50d0e2026-10-19 19:45:42, scoring_agentidentity id MBR-004309, confidence 1, method probabilistic, matched record TPA-63265, policy version 1
- Record linked automaticallyeaa34c9ac62026-10-19 19:32:31, scoring_agentidentity id MBR-004309, confidence 1, method probabilistic, matched record TPA-63265, policy version 1
- Record linked automatically858ce5dcce2026-10-19 19:31:28, matching_agentidentity id MBR-015958, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430045