Record, CLM, bronze and silver
CLM-402164
Received 2026-10-02T13:49:40Z, line 19,645 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 | Campbell, Brenda | Brenda | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Campbell | Changed |
| Date of birth | 2004-07-04·· | 2004-07-04 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC4747058 | UHC-47470-58 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 567-928-5712 | 5679285712 | Parsed |
| null | — | Cleared | |
| Address | 9082 Lincoln Way | 9082 Lincoln Way | Unchanged |
| City | Houston | Houston | Unchanged |
| State | TX·· | TX | Changed |
| ZIP | 77028 | 77028 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | NAVIGATE-HMO | NAVIGATE-HMO | Unchanged |
- Quality score
- 0.64
- Name key
- brenda|campbell
- Address key
- 9082|lincoln|77028
- Canonical first
- brenda
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
- 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
- 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-102762 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-039251
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Brenda Campebll, 2004-07-04, 2 records, Verified
Evidence
Matched against ENR-102762
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically3fd30359d32026-10-22 12:43:55, matching_agentidentity id MBR-039251, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102762
- Record linked automatically847fdde9bd2026-10-19 19:54:39, matching_agentidentity id MBR-039251, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102762
- Record linked automaticallyb7e058e5be2026-10-19 19:52:09, matching_agentidentity id MBR-039251, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102762
- Record linked automatically98a3cd2b022026-10-19 19:45:42, matching_agentidentity id MBR-039251, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102762
- Record linked automatically28d36d30f82026-10-19 19:32:31, matching_agentidentity id MBR-039251, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102762
- Record linked automaticallyfc9cb25bcf2026-10-19 19:31:28, scoring_agentidentity id MBR-028259, confidence 1, method probabilistic, matched record CLM-402163, policy version 1