Record, CLM, bronze and silver
CLM-419087
Received 2026-08-13T16:48:04Z, line 75,243 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 | JUDY | Judy | Changed |
| Middle | — | — | Unchanged |
| Last name | HOFFMAN | Hoffman | Changed |
| Date of birth | 1949-11-07 | 1949-11-07 | Unchanged |
| Gender | - | — | Cleared |
| Member ID | UHC-63831-15 | UHC-63831-15 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 823-977-0775 | 8239770775 | Parsed |
| — | — | Unchanged | |
| Address | 9408 Valley View Drive | 9408 Valley View Dr | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | 85016 | 85016 | Unchanged |
| Group | GRP-6646 | GRP-6646 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- judy|hoffman
- Address key
- 9408|valley view|85016
- Canonical first
- judy
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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 |
|---|---|---|---|---|
| PRV-25686 | 0.99 | Scored | — | Auto-linked |
| ENR-125162 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-25685 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-419088 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-008011
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Judy Hoffman, 1949-11-07, 4 records, Verified
Evidence
Matched against PRV-25686
| 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 automatically4b18687e4c2026-10-19 19:54:38, scoring_agentidentity id MBR-008011, confidence 0.995, method probabilistic, matched record PRV-25686, policy version 1
- Record linked automatically0857be50992026-10-19 19:52:09, scoring_agentidentity id MBR-008011, confidence 0.995, method probabilistic, matched record PRV-25686, policy version 1
- Record linked automatically90c22a85152026-10-19 19:45:42, scoring_agentidentity id MBR-008011, confidence 0.995, method probabilistic, matched record PRV-25686, policy version 1
- Record linked automatically2c978d50ff2026-10-19 19:32:31, scoring_agentidentity id MBR-008011, confidence 0.995, method probabilistic, matched record PRV-25686, policy version 1
- Record linked automaticallyb0807683712026-10-19 19:31:28, matching_agentidentity id MBR-019414, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-124973