Record, CLM, bronze and silver
CLM-412940
Received 2026-09-15T19:19:16Z, line 96,795 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 | Heather | Heather | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Chapman | Chapman | Unchanged |
| Date of birth | 1981-12-02 | 1981-12-02 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | ·UHC9050274 | UHC-90502-74 | Parsed |
| SSN | - | — | Cleared |
| Phone | 679-508-1731 | 6795081731 | Parsed |
| — | — | Unchanged | |
| Address | 7036 PARK PLACE | 7036 Park Pl | Changed |
| City | MINNEAPOLIS | Minneapolis | Changed |
| State | MN | MN | Unchanged |
| ZIP | 55418 | 55418 | Unchanged |
| Group | GRP-2592 | GRP-2592 | Unchanged |
| Plan | ·CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.74
- Name key
- heather|chapman
- Address key
- 7036|park|55418
- Canonical first
- heather
Quality flags
7 raised during normalisation
- 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
- City re-casedCity re-cased to Title Case
- 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-55687 | 1.00 | Scored | — | Auto-linked |
| ENR-117003 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-23742 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-23741 | 0.92 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-014806
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Heather Chapman, 1981-12-02, 5 records, Verified
Evidence
Matched against TPA-55687
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyfd0e1606ee2026-10-19 19:54:38, scoring_agentidentity id MBR-014806, confidence 1, method probabilistic, matched record TPA-55687, policy version 1
- Record linked automaticallyf09568a6782026-10-19 19:52:09, scoring_agentidentity id MBR-014806, confidence 1, method probabilistic, matched record TPA-55687, policy version 1
- Record linked automaticallye9354d21772026-10-19 19:45:42, scoring_agentidentity id MBR-014806, confidence 1, method probabilistic, matched record TPA-55687, policy version 1
- Record linked automatically3bbeece0d22026-10-19 19:32:31, scoring_agentidentity id MBR-014806, confidence 1, method probabilistic, matched record TPA-55687, policy version 1
- Record linked automatically0d4a7eb8c82026-10-19 19:31:28, matching_agentidentity id MBR-005127, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117096