Record, CLM, bronze and silver
CLM-431766
Received 2026-08-28T09:33:30Z, line 1,023 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 | Heather | Heather | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Carpenter | Carpenter | Unchanged |
| Date of birth | 21-04-1995 | 1995-04-21 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC2599183 | UHC-25991-83 | Parsed |
| SSN | - | — | Cleared |
| Phone | (709) 459-0704 | 7094590704 | Parsed |
| N/A | — | Cleared | |
| Address | 7891 Forest Avenue | 7891 Forest Ave | Changed |
| City | San Diego | San Diego | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | ·92173 | 92173 | Changed |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.60
- Name key
- heather|carpenter
- Address key
- 7891|forest|92173
- Canonical first
- heather
Quality flags
8 raised during normalisation
- 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
- 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
- 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 |
|---|---|---|---|---|
| ENR-141665 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-141666 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-64017 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-019356
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Heather Carpenter, 1995-04-21, 4 records, Verified
Evidence
Matched against ENR-141665
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically09739545d82026-10-19 19:54:38, matching_agentidentity id MBR-019356, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141665
- Record linked automaticallydab77d32682026-10-19 19:52:09, matching_agentidentity id MBR-019356, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141665
- Record linked automatically54826e7b8f2026-10-19 19:45:42, matching_agentidentity id MBR-019356, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141665
- Record linked automatically61f583310d2026-10-19 19:32:31, matching_agentidentity id MBR-019356, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-141665
- Record linked automaticallyd8bea20bec2026-10-19 19:31:28, matching_agentidentity id MBR-018288, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-141939