Record, CLM, bronze and silver
CLM-416521
Received 2026-02-20T06:46:28Z, line 18,424 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 | Fisher, Grace | Grace | Changed |
| Middle | V. | V | Changed |
| Last name | — | Fisher | Changed |
| Date of birth | 1971-03-01 | 1971-03-01 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC4438991 | UHC-44389-91 | Parsed |
| SSN | •••-••-7505 | •••-••-7505 | Unchanged |
| Phone | 331-373-6736 | 3313736736 | Parsed |
| - | — | Cleared | |
| Address | — | — | Unchanged |
| City | N/A | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-2346 | GRP-2346 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.80
- Name key
- grace|fisher
- Address key
- —
- Canonical first
- grace
Quality flags
4 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
- 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-416522 | 0.99 | Scored | — | Auto-linked |
| ENR-121706 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009093
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Grace Fisher, 1971-03-01, 3 records, Verified
Evidence
Matched against CLM-416522
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically2b650b96112026-10-19 19:54:38, scoring_agentidentity id MBR-009093, confidence 0.992, method probabilistic, matched record CLM-416522, policy version 1
- Record linked automaticallyf1e0482d052026-10-19 19:52:09, scoring_agentidentity id MBR-009093, confidence 0.992, method probabilistic, matched record CLM-416522, policy version 1
- Record linked automatically70b86845c52026-10-19 19:45:42, scoring_agentidentity id MBR-009093, confidence 0.992, method probabilistic, matched record CLM-416522, policy version 1
- Record linked automatically98435dff352026-10-19 19:32:31, scoring_agentidentity id MBR-009093, confidence 0.992, method probabilistic, matched record CLM-416522, policy version 1
- Record linked automaticallya246b612e12026-10-19 19:31:28, matching_agentidentity id MBR-024656, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416520