Record, CLM, bronze and silver
CLM-404277
Received 2026-10-01T18:47:28Z, line 64,963 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 | Ross, Virginia | Virginia | Changed |
| Middle | H | H | Unchanged |
| Last name | ···· | Ross | Changed |
| Date of birth | 06/04/44 | 1944-06-04 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-66259-56 | UHC-66259-56 | Unchanged |
| SSN | •••-••-1937 | •••-••-1937 | Parsed |
| Phone | +1 401 482 7608 | 4014827608 | Parsed |
| N/A | — | Cleared | |
| Address | ·8604 MAPLE AVENUE | 8604 Maple Ave | Changed |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85297 | 85297 | Unchanged |
| Group | - | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.50
- Name key
- virginia|ross
- Address key
- 8604|maple|85297
- Canonical first
- virginia
Quality flags
7 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
- 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
- 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-404276 | 1.00 | Scored | — | Auto-linked |
| ENR-105622 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-042450
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Virginia Ross, 1944-06-04, 3 records, Verified
Evidence
Matched against CLM-404276
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
4 hash-chained entries for this record
- Record linked automatically61827b7e6e2026-10-19 19:54:39, scoring_agentidentity id MBR-042450, confidence 1, method probabilistic, matched record CLM-404276, policy version 1
- Record linked automaticallyd266ee34f52026-10-19 19:52:09, scoring_agentidentity id MBR-042450, confidence 1, method probabilistic, matched record CLM-404276, policy version 1
- Record linked automaticallydfec1ae4b32026-10-19 19:45:42, scoring_agentidentity id MBR-042450, confidence 1, method probabilistic, matched record CLM-404276, policy version 1
- Record linked automatically858e4c50c72026-10-19 19:32:31, scoring_agentidentity id MBR-042450, confidence 1, method probabilistic, matched record CLM-404276, policy version 1