Record, CLM, bronze and silver
CLM-432230
Received 2026-04-25T19:25:56Z, line 39,355 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 | LISA | Lisa | Changed |
| Middle | ···· | — | Unchanged |
| Last name | GRAHAM | Graham | Changed |
| Date of birth | 12/26/1951 | 1951-12-26 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-27955-94 | UHC-27955-94 | Unchanged |
| SSN | null | — | Cleared |
| Phone | N/A | — | Cleared |
| null | — | Cleared | |
| Address | 4093 RIDGE RD | 4093 Ridge Rd | Changed |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33671 | 33671 | Unchanged |
| Group | GRP-0788 | GRP-0788 | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.78
- Name key
- lisa|graham
- Address key
- 4093|ridge|33671
- Canonical first
- lisa
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- 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-64227 | 1.00 | Scored | — | Auto-linked |
| CLM-432229 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-64228 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-002103
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lisa Graham, 1951-12-26, 4 records, Verified
Evidence
Matched against TPA-64227
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automaticallyc3196de0d02026-10-19 19:54:38, scoring_agentidentity id MBR-002103, confidence 1, method probabilistic, matched record TPA-64227, policy version 1
- Record linked automatically95cc5a7ba42026-10-19 19:52:08, scoring_agentidentity id MBR-002103, confidence 1, method probabilistic, matched record TPA-64227, policy version 1
- Record linked automaticallyc4d5bc0f692026-10-19 19:45:41, scoring_agentidentity id MBR-002103, confidence 1, method probabilistic, matched record TPA-64227, policy version 1
- Record linked automatically5938d32ca92026-10-19 19:32:31, scoring_agentidentity id MBR-002103, confidence 1, method probabilistic, matched record TPA-64227, policy version 1
- Record linked automaticallye7f7cb02e72026-10-19 19:31:28, scoring_agentidentity id MBR-015465, confidence 1, method probabilistic, matched record TPA-64092, policy version 1