Record, CLM , bronze and silver
CLM-406468
Received 2026-07-19T08:41:32Z, line 4,095 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 | Shirley | Shirley | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Collins | Collins | Unchanged |
| Date of birth | 07/07/60 | 1960-07-07 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-48765-83 | UHC-48765-83 | Unchanged |
| SSN | null | — | Cleared |
| Phone | 209-998-9594 | 2099989594 | Parsed |
| null | — | Cleared | |
| Address | 2678 PINE DRIVE #987 | 2678 Pine Dr # 987 | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85790 | 85790 | Unchanged |
| Group | — | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.38
- Name key
- shirley|collins
- Address key
- 2678|pine|85790
- Canonical first
- shirley
Quality flags
7 raised during normalisation
- 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
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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-406469 | 0.99 | Scored | — | Auto-linked |
| ENR-108497 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-108496 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006494
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Shirley Collins, 1960-07-07, 4 records, Verified
Evidence
Matched against CLM-406469
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically2e973ff7e22026-10-19 19:54:38, scoring_agentidentity id MBR-006494, confidence 0.995, method probabilistic, matched record CLM-406469, policy version 1
- Record linked automatically46856f59a72026-10-19 19:52:09, scoring_agentidentity id MBR-006494, confidence 0.995, method probabilistic, matched record CLM-406469, policy version 1
- Record linked automaticallydaddb3f3592026-10-19 19:45:42, scoring_agentidentity id MBR-006494, confidence 0.995, method probabilistic, matched record CLM-406469, policy version 1
- Record linked automaticallyaf17d445452026-10-19 19:32:31, scoring_agentidentity id MBR-006494, confidence 0.995, method probabilistic, matched record CLM-406469, policy version 1
- Record linked automatically17663869b42026-10-19 19:31:28, matching_agentidentity id MBR-005196, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record CLM-406470