Record, CLM, bronze and silver
CLM-401031
Received 2026-08-17T07:42:51Z, line 69,606 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 | KELLY A. | Kelly | Changed |
| Middle | — | A | Changed |
| Last name | ROBERTSON | Robertson | Changed |
| Date of birth | 1953-07-20·· | 1953-07-20 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC9238234 | UHC-92382-34 | Parsed |
| SSN | N/A | — | Cleared |
| Phone | 9597759514 | 9597759514 | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | 9873 Mountain View Dr | 9873 Mountain View Dr | Unchanged |
| City | Tucson | Tucson | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85786 | 85786 | Unchanged |
| Group | GRP-2891 | GRP-2891 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.64
- Name key
- kelly|robertson
- Address key
- 9873|mountain view|85786
- Canonical first
- kelly
Quality flags
6 raised during normalisation
- Middle initial moved out of first nameA single middle initial was embedded in the first-name field and moved to middle name
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-401032 | 1.00 | Scored | — | Auto-linked |
| ENR-101346 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012452
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Kelly Robertson, 1953-07-20, 3 records, Verified
Evidence
Matched against CLM-401032
| 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 automatically0af06648772026-10-19 19:54:38, scoring_agentidentity id MBR-012452, confidence 1, method probabilistic, matched record CLM-401032, policy version 1
- Record linked automaticallya49b147db82026-10-19 19:52:09, scoring_agentidentity id MBR-012452, confidence 1, method probabilistic, matched record CLM-401032, policy version 1
- Record linked automatically9d63fb3cb72026-10-19 19:45:42, scoring_agentidentity id MBR-012452, confidence 1, method probabilistic, matched record CLM-401032, policy version 1
- Record linked automatically8f198c97ca2026-10-19 19:32:31, scoring_agentidentity id MBR-012452, confidence 1, method probabilistic, matched record CLM-401032, policy version 1
- Record linked automatically4eb04d22172026-10-19 19:31:28, scoring_agentidentity id MBR-000404, confidence 1, method probabilistic, matched record CLM-401032, policy version 1