Record, CLM, bronze and silver
CLM-417754
Received 2026-04-28T07:03:11Z, line 90,338 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 | Pierce | Pierce | Unchanged |
| Date of birth | 05/21/1966 | 1966-05-21 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC9147077 | UHC-91470-77 | Parsed |
| SSN | •••-••-5208 | •••-••-5208 | Unchanged |
| Phone | (568) 501-3498 | 5685013498 | Parsed |
| — | — | Unchanged | |
| Address | 3017 Ocean Avenue·· | 3017 Ocean Ave | Changed |
| City | Minneapolis | Minneapolis | Unchanged |
| State | MN | MN | Unchanged |
| ZIP | 55455 | 55455 | Unchanged |
| Group | GRP-5152 | GRP-5152 | Unchanged |
| Plan | - | — | Cleared |
- Quality score
- 0.76
- Name key
- heather|pierce
- Address key
- 3017|ocean|55455
- Canonical first
- heather
Quality flags
6 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
- 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-57838 | 1.00 | Scored | — | Auto-linked |
| CLM-417753 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-417752 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-417751 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-028120
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Heather Pierce, 1966-05-21, 5 records, Verified
Evidence
Matched against TPA-57838
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallybc1f98e5992026-10-22 12:43:54, scoring_agentidentity id MBR-028120, confidence 1, method probabilistic, matched record TPA-57838, policy version 1
- Record linked automaticallyf8d83e5ca42026-10-19 19:54:38, scoring_agentidentity id MBR-028120, confidence 1, method probabilistic, matched record TPA-57838, policy version 1
- Record linked automaticallyc616758c112026-10-19 19:52:09, scoring_agentidentity id MBR-028120, confidence 1, method probabilistic, matched record TPA-57838, policy version 1
- Record linked automatically6c82e5c0c92026-10-19 19:45:42, scoring_agentidentity id MBR-028120, confidence 1, method probabilistic, matched record TPA-57838, policy version 1
- Record linked automaticallye9465f75972026-10-19 19:32:31, scoring_agentidentity id MBR-028120, confidence 1, method probabilistic, matched record TPA-57838, policy version 1
- Record linked automatically82a3e389342026-10-19 19:31:28, matching_agentidentity id MBR-022637, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-123217