Record, CLM , bronze and silver
CLM-416269
Received 2026-02-22T01:30:14Z, line 6,995 of the CLM feed
CLM Scored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Maria | Maria | Unchanged |
| Middle | E | E | Unchanged |
| Last name | Chen | Chen | Unchanged |
| Date of birth | Oct 9, 2006 | 2006-10-09 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC0660737 | UHC-06607-37 | Parsed |
| SSN | — | — | Unchanged |
| Phone | N/A·· | — | Cleared |
| N/A | — | Cleared | |
| Address | 5649 Elm Street | 5649 Elm St | Changed |
| City | Eden Prairie | Eden Prairie | Unchanged |
| State | Minnesota | MN | Changed |
| ZIP | 55345 | 55345 | Unchanged |
| Group | GRP-9912 | GRP-9912 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.48
- Name key
- maria|chen
- Address key
- 5649|elm|55345
- Canonical first
- maria
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)
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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-57137 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-012666
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Maria Chen, 2006-10-09, 2 records, Verified
Evidence
Matched against TPA-57137
| 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 automatically1bd0ca43792026-10-19 19:54:38, scoring_agentidentity id MBR-012666, confidence 1, method probabilistic, matched record TPA-57137, policy version 1
- Record linked automaticallyff9ba6a92d2026-10-19 19:52:09, scoring_agentidentity id MBR-012666, confidence 1, method probabilistic, matched record TPA-57137, policy version 1
- Record linked automatically27dc0f49b02026-10-19 19:45:42, scoring_agentidentity id MBR-012666, confidence 1, method probabilistic, matched record TPA-57137, policy version 1
- Record linked automatically21281f5ab42026-10-19 19:32:31, scoring_agentidentity id MBR-012666, confidence 1, method probabilistic, matched record TPA-57137, policy version 1
- Record linked automatically14a785d8312026-10-19 19:31:28, matching_agentidentity id MBR-002083, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121315