Record, CLM, bronze and silver
CLM-401021
Received 2026-01-23T10:28:02Z, line 68,000 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 | FRANCES | Frances | Changed |
| Middle | S | S | Unchanged |
| Last name | WILLIAMSON | Williamson | Changed |
| Date of birth | ·5/23/1987 | 1987-05-23 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | UHC-65634-96 | UHC-65634-96 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 15116349753·· | 5116349753 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 128 Desert Sky Blvd | 128 Desert Sky Blvd | Unchanged |
| City | Miami | Miami | Unchanged |
| State | Florida | FL | Changed |
| ZIP | 33180 | 33180 | Unchanged |
| Group | GRP-9228 | GRP-9228 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- frances|williamson
- Address key
- 128|desert sky|33180
- Canonical first
- frances
Quality flags
6 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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| PRV-20326 | 1.00 | Scored | — | Auto-linked |
| CLM-401020 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-101332 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-101333 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-006943
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Frances Williamson, 1987-05-23, 5 records, Verified
Evidence
Matched against PRV-20326
| 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 automaticallyb13ce4bb432026-10-19 19:54:38, scoring_agentidentity id MBR-006943, confidence 1, method probabilistic, matched record PRV-20326, policy version 1
- Record linked automaticallye1181f77eb2026-10-19 19:52:09, scoring_agentidentity id MBR-006943, confidence 1, method probabilistic, matched record PRV-20326, policy version 1
- Record linked automaticallyfffa806f2b2026-10-19 19:45:42, scoring_agentidentity id MBR-006943, confidence 1, method probabilistic, matched record PRV-20326, policy version 1
- Record linked automaticallyc0b87cddfb2026-10-19 19:32:31, scoring_agentidentity id MBR-006943, confidence 1, method probabilistic, matched record PRV-20326, policy version 1
- Record linked automatically3cc1952b732026-10-19 19:31:28, scoring_agentidentity id MBR-010977, confidence 1, method probabilistic, matched record CLM-401020, policy version 1