Record, CLM, bronze and silver
CLM-423658
Received 2026-06-29T03:13:05Z, line 82,216 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 | Natalie·· | Natalie | Changed |
| Middle | — | — | Unchanged |
| Last name | Duncan | Duncan | Unchanged |
| Date of birth | 22-03-1972 | 1972-03-22 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-88287-19 | UHC-88287-19 | Unchanged |
| SSN | •••-••-9183 | •••-••-9183 | Unchanged |
| Phone | UNKNOWN | — | Cleared |
| — | — | Unchanged | |
| Address | 930 Meadow Lane | 930 Meadow Ln | Changed |
| City | Las Vegas | Las Vegas | Unchanged |
| State | NV | NV | Unchanged |
| ZIP | 89125 | 89125 | Unchanged |
| Group | N/A | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.78
- Name key
- natalie|duncan
- Address key
- 930|meadow|89125
- Canonical first
- natalie
Quality flags
5 raised during normalisation
- 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
- 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-60420 | 1.00 | Scored | — | Auto-linked |
| CLM-423657 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-26976 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| PRV-26977 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-031968
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Natalie Duncan, 1972-03-22, 5 records, Verified
Evidence
Matched against TPA-60420
| 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 automaticallya09c059db72026-10-19 19:54:38, scoring_agentidentity id MBR-031968, confidence 1, method probabilistic, matched record TPA-60420, policy version 1
- Record linked automatically17342a1b232026-10-19 19:52:09, scoring_agentidentity id MBR-031968, confidence 1, method probabilistic, matched record TPA-60420, policy version 1
- Record linked automaticallyd874749b642026-10-19 19:45:42, scoring_agentidentity id MBR-031968, confidence 1, method probabilistic, matched record TPA-60420, policy version 1
- Record linked automatically05bfb758c32026-10-19 19:32:31, scoring_agentidentity id MBR-031968, confidence 1, method probabilistic, matched record TPA-60420, policy version 1
- Record linked automaticallyf402b52bee2026-10-19 19:31:28, matching_agentidentity id MBR-014231, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-423659