Record, CLM, bronze and silver
CLM-403710
Received 2026-10-18T07:08:07Z, line 9,769 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 | ketih | Ketih | Changed |
| Middle | ·· | — | Unchanged |
| Last name | ·vazquez | Vazquez | Changed |
| Date of birth | 1965-05-23 | 1965-05-23 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-01356-46 | UHC-01356-46 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 12096682567 | 2096682567 | Parsed |
| NULL | — | Cleared | |
| Address | 6164 Grand Avenue | 6164 Grand Ave | Changed |
| City | Scottsdale | Scottsdale | Unchanged |
| State | Arizona | AZ | Changed |
| ZIP | 85299 | 85299 | Unchanged |
| Group | — | — | Unchanged |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.48
- Name key
- ketih|vazquez
- Address key
- 6164|grand|85299
- Canonical first
- ketih
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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| TPA-51609 | 0.99 | Scored | — | Auto-linked |
| PRV-21045 | 0.96 | Rule | D3 member id + name | Auto-linked |
| CLM-403709 | 0.93 | Scored | — | Auto-linked |
| CLM-403711 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012139
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Keith Vazquez, 1965-05-23, 5 records, Verified
Evidence
Matched against TPA-51609
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically7a7a80eaee2026-10-19 19:54:38, scoring_agentidentity id MBR-012139, confidence 0.992, method probabilistic, matched record TPA-51609, policy version 1
- Record linked automatically6269227ec22026-10-19 19:52:09, scoring_agentidentity id MBR-012139, confidence 0.992, method probabilistic, matched record TPA-51609, policy version 1
- Record linked automaticallyd857d0a6ff2026-10-19 19:45:42, scoring_agentidentity id MBR-012139, confidence 0.992, method probabilistic, matched record TPA-51609, policy version 1
- Record linked automatically815e21febb2026-10-19 19:32:31, scoring_agentidentity id MBR-012139, confidence 0.992, method probabilistic, matched record TPA-51609, policy version 1
- Record linked automatically00bd8e92d22026-10-19 19:31:28, matching_agentidentity id MBR-036892, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-104830