Record, CLM, bronze and silver
CLM-423975
Received 2026-02-12T17:15:38Z, line 20,957 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 | luis | Luis | Changed |
| Middle | ···· | — | Unchanged |
| Last name | hunt | Hunt | Changed |
| Date of birth | 1946-03-12 | 1946-03-12 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-94658-36 | UHC-94658-36 | Unchanged |
| SSN | UNKNOWN | — | Cleared |
| Phone | — | — | Unchanged |
| luis.hunt33@gmail.com | luis.hunt33@gmail.com | Unchanged | |
| Address | 884 WASHINGTON ST | 884 Washington St | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | GRP-2043 | GRP-2043 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.66
- Name key
- luis|hunt
- Address key
- 884|washington|tucson
- Canonical first
- luis
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters 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
- ZIP missingStreet address present but no ZIP supplied
- 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-423976 | 0.93 | Scored | — | Auto-linked |
| TPA-60554 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012557
- Method
- Scored
- Confidence
- 0.93
- Rule
- weighted score, no rule
Golden record: Luis Hunt, 1946-03-12, 2 records, Verified
Evidence
Matched against CLM-423976
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallyd7a836b9412026-10-19 19:54:38, scoring_agentidentity id MBR-012557, confidence 0.925, method probabilistic, matched record CLM-423976, policy version 1
- Record linked automaticallyec082d33952026-10-19 19:52:09, scoring_agentidentity id MBR-012557, confidence 0.925, method probabilistic, matched record CLM-423976, policy version 1
- Record linked automaticallya321bd1e152026-10-19 19:45:42, scoring_agentidentity id MBR-012557, confidence 0.925, method probabilistic, matched record CLM-423976, policy version 1
- Record linked automaticallyd19e8c8ed92026-10-19 19:32:31, scoring_agentidentity id MBR-012557, confidence 0.925, method probabilistic, matched record CLM-423976, policy version 1
- Record linked automatically83ac6d5d4c2026-10-19 19:31:28, matching_agentidentity id MBR-033382, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-131559