Record, CLM, bronze and silver
CLM-401952
Received 2026-03-18T15:44:45Z, line 72,429 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 | Justin | Justin | Unchanged |
| Middle | K | K | Unchanged |
| Last name | ·Cooper | Cooper | Changed |
| Date of birth | 1943-04-08 | 1943-04-08 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | uhc-19536-68 | UHC-19536-68 | Parsed |
| SSN | NULL | — | Cleared |
| Phone | 18333266042 | 8333266042 | Parsed |
| N/A | — | Cleared | |
| Address | — | — | Unchanged |
| City | ···· | — | Unchanged |
| State | N/A | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-2805 | GRP-2805 | Unchanged |
| Plan | CORE-HMO·· | CORE-HMO | Changed |
- Quality score
- 0.92
- Name key
- justin|cooper
- Address key
- —
- Canonical first
- justin
Quality flags
4 raised during normalisation
- 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 |
|---|---|---|---|---|
| PRV-20571 | 1.00 | Scored | — | Auto-linked |
| CLM-401951 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401953 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-014103
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Justin Cooper, 1943-04-08, 4 records, Verified
Evidence
Matched against PRV-20571
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically299e874acd2026-10-22 12:43:54, scoring_agentidentity id MBR-014103, confidence 1, method probabilistic, matched record PRV-20571, policy version 1
- Record linked automatically01333b1c7f2026-10-19 19:54:38, scoring_agentidentity id MBR-014103, confidence 1, method probabilistic, matched record PRV-20571, policy version 1
- Record linked automaticallyde9b286fbf2026-10-19 19:52:09, scoring_agentidentity id MBR-014103, confidence 1, method probabilistic, matched record PRV-20571, policy version 1
- Record linked automaticallya620d2f3a02026-10-19 19:45:42, scoring_agentidentity id MBR-014103, confidence 1, method probabilistic, matched record PRV-20571, policy version 1
- Record linked automatically6b75629b562026-10-19 19:32:31, scoring_agentidentity id MBR-014103, confidence 1, method probabilistic, matched record PRV-20571, policy version 1
- Record linked automatically5543c3ce392026-10-19 19:31:28, matching_agentidentity id MBR-026726, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102554