Record, CLM, bronze and silver
CLM-417949
Received 2026-03-28T03:27:36Z, line 77,098 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 | ·Hart, Judy | Judy | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Hart | Changed |
| Date of birth | 2006-05-28 | 2006-05-28 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | UHC-11656-07 | UHC-11656-07 | Unchanged |
| SSN | •••-••-1021 | •••-••-1021 | Unchanged |
| Phone | 876.937.8652 | 8769378652 | Parsed |
| - | — | Cleared | |
| Address | 2376 MEADOW LN | 2376 Meadow Ln | Changed |
| City | SCOTTSDALE | Scottsdale | Changed |
| State | ·AZ | AZ | Changed |
| ZIP | 85263-7536·· | 85263 | Changed |
| Group | GRP-3068 | GRP-3068 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.34
- Name key
- judy|hart
- Address key
- 2376|meadow|85263
- Canonical first
- judy
Quality flags
9 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
- 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
- City re-casedCity re-cased to Title Case
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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-417948 | 1.00 | Scored | — | Auto-linked |
| TPA-57928 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-123617 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-123616 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-022509
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judy Hart, 2006-05-28, 5 records, Verified
Evidence
Matched against CLM-417948
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically8c377c934c2026-10-19 19:54:38, scoring_agentidentity id MBR-022509, confidence 1, method probabilistic, matched record CLM-417948, policy version 1
- Record linked automatically976948058e2026-10-19 19:52:09, scoring_agentidentity id MBR-022509, confidence 1, method probabilistic, matched record CLM-417948, policy version 1
- Record linked automatically37e5d348c52026-10-19 19:45:42, scoring_agentidentity id MBR-022509, confidence 1, method probabilistic, matched record CLM-417948, policy version 1
- Record linked automatically69f40bfb572026-10-19 19:32:31, scoring_agentidentity id MBR-022509, confidence 1, method probabilistic, matched record CLM-417948, policy version 1
- Record linked automaticallybc4bd6b40d2026-10-19 19:31:28, scoring_agentidentity id MBR-000898, confidence 1, method probabilistic, matched record PRV-25249, policy version 1