Record, CLM, bronze and silver
CLM-419279
Received 2026-08-31T19:29:59Z, line 9,222 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 | Austin, Cunningham | Cunningham | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Austin | Changed |
| Date of birth | 2005-12-11 | 2005-12-11 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-71262-56 | UHC-71262-56 | Unchanged |
| SSN | •••-••-4538 | •••-••-4538 | Unchanged |
| Phone | ·639-283-6784 | 6392836784 | Parsed |
| NULL | — | Cleared | |
| Address | 4366 FOREST AVE | 4366 Forest Ave | Changed |
| City | PHOENIX·· | Phoenix | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85002 | 85002 | Unchanged |
| Group | GRP-8055 | GRP-8055 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.62
- Name key
- cunningham|austin
- Address key
- 4366|forest|85002
- Canonical first
- cunningham
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
- 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
- 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-419280 | 0.99 | Scored | — | Auto-linked |
| PRV-25736 | 0.98 | Scored | — | Auto-linked |
| ENR-125429 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-025414
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Austin Cunningham, 2005-12-11, 5 records, Verified
Evidence
Matched against CLM-419280
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyaba94b03882026-10-19 19:54:38, scoring_agentidentity id MBR-025414, confidence 0.987, method probabilistic, matched record CLM-419280, policy version 1
- Record linked automaticallye005db6b552026-10-19 19:52:09, scoring_agentidentity id MBR-025414, confidence 0.987, method probabilistic, matched record CLM-419280, policy version 1
- Record linked automaticallyac29399f142026-10-19 19:45:42, scoring_agentidentity id MBR-025414, confidence 0.987, method probabilistic, matched record CLM-419280, policy version 1
- Record linked automatically209fd804512026-10-19 19:32:31, scoring_agentidentity id MBR-025414, confidence 0.987, method probabilistic, matched record CLM-419280, policy version 1
- Record linked automatically70a94d886e2026-10-19 19:31:28, scoring_agentidentity id MBR-008312, confidence 1, method probabilistic, matched record ENR-125248, policy version 1