Record, CLM, bronze and silver
CLM-402492
Received 2026-01-31T06:33:23Z, line 51,889 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 | Bishop, Danielle | Danielle | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Bishop | Changed |
| Date of birth | 14-09-1974 | 1974-09-14 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | null | — | Cleared |
| SSN | •••-••-4646 | •••-••-4646 | Unchanged |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | 5050 Desert Sky Blvd | 5050 Desert Sky Blvd | Unchanged |
| City | HOUSTON | Houston | Changed |
| State | TX | TX | Unchanged |
| ZIP | 77067-3254 | 77067 | Changed |
| Group | ·GRP-5529 | GRP-5529 | Changed |
| Plan | MEDICARE-ADV-A·· | MEDICARE-ADV-A | Changed |
- Quality score
- 0.52
- Name key
- danielle|bishop
- Address key
- 5050|desert sky|77067
- Canonical first
- danielle
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)
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| ENR-103202 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-009097
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Danielle Bishop, 1974-09-14, 2 records, Verified
Evidence
Matched against ENR-103202
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically84b8a16eba2026-10-22 12:43:54, matching_agentidentity id MBR-009097, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103202
- Record linked automatically60d52efbbd2026-10-19 19:54:38, matching_agentidentity id MBR-009097, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103202
- Record linked automatically9fc369e5682026-10-19 19:52:09, matching_agentidentity id MBR-009097, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103202
- Record linked automatically1610d9468d2026-10-19 19:45:42, matching_agentidentity id MBR-009097, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103202
- Record linked automaticallyf382501f232026-10-19 19:32:31, matching_agentidentity id MBR-009097, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-103202
- Record linked automaticallyd37661091b2026-10-19 19:31:28, matching_agentidentity id MBR-035930, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-103273