Record, CLM, bronze and silver
CLM-432726
Received 2026-07-21T00:35:36Z, line 30,963 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | SARAH | Sarah | Changed |
| Middle | — | — | Unchanged |
| Last name | FULLER | Fuller | Changed |
| Date of birth | 3/6/1958 | 1958-03-06 | Parsed |
| Gender | ·F | F | Parsed |
| Member ID | UHC4474303 | UHC-44743-03 | Parsed |
| SSN | ···· | — | Unchanged |
| Phone | NULL | — | Cleared |
| - | — | Cleared | |
| Address | 5274 MAPLE AVE | 5274 Maple Ave | Changed |
| City | Glendale·· | Glendale | Changed |
| State | Arizona | AZ | Changed |
| ZIP | 85334 | 85334 | Unchanged |
| Group | GRP-6547 | GRP-6547 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.60
- Name key
- sarah|fuller
- Address key
- 5274|maple|85334
- Canonical first
- sarah
Quality flags
8 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)
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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
- 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 |
|---|---|---|---|---|
| CLM-432727 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-039100
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Sarah Fuller, 1958-03-06, 2 records, Verified
Evidence
Matched against CLM-432727
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically84ec5df7982026-10-22 12:43:55, matching_agentidentity id MBR-039100, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432727
- Record linked automatically10706e8e372026-10-19 19:54:39, matching_agentidentity id MBR-039100, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432727
- Record linked automatically0985a6fd202026-10-19 19:52:09, matching_agentidentity id MBR-039100, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432727
- Record linked automatically31404a09652026-10-19 19:45:42, matching_agentidentity id MBR-039100, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432727
- Record linked automatically233f4523a82026-10-19 19:32:31, matching_agentidentity id MBR-039100, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-432727
- Record linked automatically0235eb811b2026-10-19 19:31:28, scoring_agentidentity id MBR-008761, confidence 1, method probabilistic, matched record TPA-64314, policy version 1