Record, CLM, bronze and silver
CLM-417520
Received 2026-02-23T10:44:07Z , line 34,458 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 | RICHARD | Richard | Changed |
| Middle | — | — | Unchanged |
| Last name | ·KELELY | Kelely | Changed |
| Date of birth | 1963-12-07 | 1963-12-07 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-11767-95 | UHC-11767-95 | Unchanged |
| SSN | •••-••-2103 | •••-••-2103 | Unchanged |
| Phone | (250) 227-2678 | 2502272678 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 68 Desert Sky Boulevard | 68 Desert Sky Blvd | Changed |
| City | TUCSON | Tucson | Changed |
| State | AZ·· | AZ | Changed |
| ZIP | 85719 | 85719 | Unchanged |
| Group | GRP-2403 | GRP-2403 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.60
- Name key
- richard|kelely
- Address key
- 68|desert sky|85719
- Canonical first
- richard
Quality flags
8 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
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| PRV-25187 | 0.99 | Scored | — | Auto-linked |
| CLM-417521 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-015313
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Richard Kelley, 1963-12-07, 3 records, Verified
Evidence
Matched against PRV-25187
| 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 automatically16a4b18fd92026-10-19 19:54:38, scoring_agentidentity id MBR-015313, confidence 0.993, method probabilistic, matched record PRV-25187, policy version 1
- Record linked automatically078326ffb92026-10-19 19:52:09, scoring_agentidentity id MBR-015313, confidence 0.993, method probabilistic, matched record PRV-25187, policy version 1
- Record linked automatically35d132f25e2026-10-19 19:45:42, scoring_agentidentity id MBR-015313, confidence 0.993, method probabilistic, matched record PRV-25187, policy version 1
- Record linked automaticallye2f90ada9c2026-10-19 19:32:31, scoring_agentidentity id MBR-015313, confidence 0.993, method probabilistic, matched record PRV-25187, policy version 1
- Record linked automatically7acd73e2b22026-10-19 19:31:28, scoring_agentidentity id MBR-035461, confidence 1, method probabilistic, matched record CLM-417522, policy version 1