Record, CLM, bronze and silver
CLM-401603
Received 2026-06-11T16:36:45Z, line 13,254 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 | Ryan, Cynthia | Cynthia | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Ryan | Changed |
| Date of birth | 1992-07-22 | 1992-07-22 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-40295-56 | UHC-40295-56 | Unchanged |
| SSN | •••-••-7984 | •••-••-7984 | Unchanged |
| Phone | 512.224.9770 | 5122249770 | Parsed |
| NULL | — | Cleared | |
| Address | 4288 Union St | 4288 Union St | Unchanged |
| City | Minneapolis | Minneapolis | Unchanged |
| State | ·MN | MN | Changed |
| ZIP | 55457 | 55457 | Unchanged |
| Group | UNKNOWN | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- cynthia|ryan
- Address key
- 4288|union|55457
- Canonical first
- cynthia
Quality flags
5 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
- 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 |
|---|---|---|---|---|
| CLM-401604 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-102098 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-50702 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-034517
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Cynthia Ryan, 1992-07-22, 4 records, Verified
Evidence
Matched against CLM-401604
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyda53b1b5102026-10-22 12:43:55, matching_agentidentity id MBR-034517, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401604
- Record linked automaticallyafa95def062026-10-19 19:54:39, matching_agentidentity id MBR-034517, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401604
- Record linked automatically993a1f648d2026-10-19 19:52:09, matching_agentidentity id MBR-034517, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401604
- Record linked automatically96c20fa4c12026-10-19 19:45:42, matching_agentidentity id MBR-034517, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401604
- Record linked automaticallye68d4e34b12026-10-19 19:32:31, matching_agentidentity id MBR-034517, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401604
- Record linked automatically6e2884a0ba2026-10-19 19:31:28, scoring_agentidentity id MBR-023975, confidence 1, method probabilistic, matched record ENR-102120, policy version 1