Record, CLM, bronze and silver
CLM-416115
Received 2026-04-13T04:57:16Z, line 40,339 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 | JACK | Jack | Changed |
| Middle | — | — | Unchanged |
| Last name | SIMS | Sims | Changed |
| Date of birth | 09/21/1983·· | 1983-09-21 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-08090-72 | UHC-08090-72 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | 824-989-4889 | 8249894889 | Parsed |
| — | — | Unchanged | |
| Address | 8391 Harbor Blvd | 8391 Harbor Blvd | Unchanged |
| City | PLANO | Plano | Changed |
| State | TX | TX | Unchanged |
| ZIP | 75073 | 75073 | Unchanged |
| Group | — | — | Unchanged |
| Plan | ·MEDICARE-ADV-A | MEDICARE-ADV-A | Changed |
- Quality score
- 0.74
- Name key
- john|sims
- Address key
- 8391|harbor|75073
- Canonical first
- john
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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-416117 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-121201 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-416116 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025542
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Jack Sims, 1983-09-21, 4 records, Verified
Evidence
Matched against CLM-416117
| 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
5 hash-chained entries for this record
- Record linked automaticallye33cd3bfa92026-10-19 19:54:38, matching_agentidentity id MBR-025542, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416117
- Record linked automatically6d6eab1dc02026-10-19 19:52:09, matching_agentidentity id MBR-025542, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416117
- Record linked automatically1d56f8d65f2026-10-19 19:45:42, matching_agentidentity id MBR-025542, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416117
- Record linked automatically513bd1e8c92026-10-19 19:32:31, matching_agentidentity id MBR-025542, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416117
- Record linked automaticallyaffa7e07612026-10-19 19:31:28, matching_agentidentity id MBR-014432, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121081