Record, CLM, bronze and silver
CLM-403967
Received 2026-05-03T08:17:11Z, line 97,438 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 | AHMED | Ahmed | Changed |
| Middle | — | — | Unchanged |
| Last name | BOWMAN | Bowman | Changed |
| Date of birth | 28-07-1944·· | 1944-07-28 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-82494-64 | UHC-82494-64 | Unchanged |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| ·· | — | Unchanged | |
| Address | 666 RIDGE ROAD | 666 Ridge Rd | Changed |
| City | Scottsdale·· | Scottsdale | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | NULL | — | Cleared |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.48
- Name key
- ahmed|bowman
- Address key
- 666|ridge|scottsdale
- Canonical first
- ahmed
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)
- 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
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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 |
|---|---|---|---|---|
| TPA-51716 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-028918
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Ahmed Bowman, 1944-07-28, 2 records, Verified
Evidence
Matched against TPA-51716
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyaf83805fda2026-10-19 19:54:38, matching_agentidentity id MBR-028918, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-51716
- Record linked automaticallyd8dc14f3e42026-10-19 19:52:09, matching_agentidentity id MBR-028918, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-51716
- Record linked automaticallybf69c4cf2c2026-10-19 19:45:42, matching_agentidentity id MBR-028918, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-51716
- Record linked automatically81520e6e4c2026-10-19 19:32:31, matching_agentidentity id MBR-028918, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record TPA-51716
- Record linked automaticallyd4499358bb2026-10-19 19:31:28, scoring_agentidentity id MBR-001753, confidence 0.993, method probabilistic, matched record TPA-51780, policy version 1