Record, CLM, bronze and silver
CLM-416141
Received 2026-09-30T01:46:51Z, line 27,859 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 | karen | Karen | Changed |
| Middle | — | — | Unchanged |
| Last name | cook | Cook | Changed |
| Date of birth | 1983-02-04 | 1983-02-04 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC6168099 | UHC-61680-99 | Parsed |
| SSN | - | — | Cleared |
| Phone | 604-695-8693 | 6046958693 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | - | — | Cleared |
| City | UNKNOWN | — | Cleared |
| State | ·null | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | null | — | Cleared |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.90
- Name key
- karen|cook
- Address key
- —
- Canonical first
- karen
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| CLM-416140 | 1.00 | Scored | — | Auto-linked |
| CLM-416142 | 1.00 | Scored | — | Auto-linked |
| PRV-24788 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006874
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Karen Cook, 1983-02-04, 4 records, Verified
Evidence
Matched against CLM-416140
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically73d8d2bdd02026-10-19 19:54:38, scoring_agentidentity id MBR-006874, confidence 1, method probabilistic, matched record CLM-416140, policy version 1
- Record linked automatically58650d7fc32026-10-19 19:52:09, scoring_agentidentity id MBR-006874, confidence 1, method probabilistic, matched record CLM-416140, policy version 1
- Record linked automaticallyb4f7ddd5662026-10-19 19:45:42, scoring_agentidentity id MBR-006874, confidence 1, method probabilistic, matched record CLM-416140, policy version 1
- Record linked automatically611fdb870b2026-10-19 19:32:31, scoring_agentidentity id MBR-006874, confidence 1, method probabilistic, matched record CLM-416140, policy version 1
- Record linked automatically6080c904382026-10-19 19:31:28, matching_agentidentity id MBR-012695, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416140