Record, CLM , bronze and silver
CLM-418414
Received 2026-03-27T07:00:07Z, line 66,313 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Soto, Judy | Judy | Changed |
| Middle | ···· | — | Unchanged |
| Last name | — | Soto | Changed |
| Date of birth | 01/26/81 | 1981-01-26 | Parsed |
| Gender | ·Female | F | Parsed |
| Member ID | uhc-64354-17 | UHC-64354-17 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | 621.990.8463 | 6219908463 | Parsed |
| - | — | Cleared | |
| Address | 9496 RIDGE RD | 9496 Ridge Rd | Changed |
| City | Glendale | Glendale | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85322 | 85322 | Unchanged |
| Group | GRP-4402 | GRP-4402 | Unchanged |
| Plan | OPTIONS-PPO·· | OPTIONS-PPO | Changed |
- Quality score
- 0.36
- Name key
- judy|soto
- Address key
- 9496|ridge|85322
- Canonical first
- judy
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-418412 | 1.00 | Scored | — | Auto-linked |
| ENR-124239 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-25457 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-124238 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-418413 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-000209
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judy Soto, 1981-01-26, 6 records, Verified
Evidence
Matched against CLM-418412
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically6e681e47cd2026-10-19 19:54:38, scoring_agentidentity id MBR-000209, confidence 1, method probabilistic, matched record CLM-418412, policy version 1
- Record linked automaticallyd3b62f37b92026-10-19 19:52:08, scoring_agentidentity id MBR-000209, confidence 1, method probabilistic, matched record CLM-418412, policy version 1
- Record linked automatically5d512e97af2026-10-19 19:45:41, scoring_agentidentity id MBR-000209, confidence 1, method probabilistic, matched record CLM-418412, policy version 1
- Record linked automatically6d5a220fc92026-10-19 19:32:30, scoring_agentidentity id MBR-000209, confidence 1, method probabilistic, matched record CLM-418412, policy version 1
- Record linked automaticallya37cc2b71b2026-10-19 19:31:28, matching_agentidentity id MBR-036379, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-124099