Record, CLM, bronze and silver
CLM-430941
Received 2026-03-03T12:45:10Z, line 50,816 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 | michelle | Michelle | Changed |
| Middle | ···· | — | Unchanged |
| Last name | bowman | Bowman | Changed |
| Date of birth | 10/24/71 | 1971-10-24 | Parsed |
| Gender | M·· | M | Parsed |
| Member ID | UHC-64949-34 | UHC-64949-34 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | N/A | — | Cleared |
| NULL | — | Cleared | |
| Address | 7317 Oak Street | 7317 Oak St | Changed |
| City | Tampa | Tampa | Unchanged |
| State | ·FL | FL | Changed |
| ZIP | - | — | Cleared |
| Group | GRP-4449 | GRP-4449 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.50
- Name key
- michelle|bowman
- Address key
- 7317|oak|tampa
- Canonical first
- michelle
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
- 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 |
|---|---|---|---|---|
| ENR-140643 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430942 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-430940 | 0.93 | Scored | — | Auto-linked |
| CLM-430943 | 0.93 | Scored | — | Auto-linked |
| PRV-29050 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013784
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Michelle Bowman, 1971-10-24, 6 records, Verified
Evidence
Matched against CLM-430942
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automaticallye91fd9d79d2026-10-19 19:54:38, matching_agentidentity id MBR-013784, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430942
- Record linked automatically57f0d1fe7d2026-10-19 19:52:09, matching_agentidentity id MBR-013784, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430942
- Record linked automatically1d3c5b19f02026-10-19 19:45:42, matching_agentidentity id MBR-013784, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430942
- Record linked automaticallyd9f6429ca92026-10-19 19:32:31, matching_agentidentity id MBR-013784, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430942
- Record linked automaticallyca29cc94b72026-10-19 19:31:28, scoring_agentidentity id MBR-001708, confidence 1, method probabilistic, matched record TPA-63572, policy version 1