Record, CLM, bronze and silver
CLM-413771
Received 2026-06-05T09:06:14Z , line 66,755 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 | Nathan | Nathan | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Simth | Simth | Unchanged |
| Date of birth | 01/13/1967 | 1967-01-13 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-52632-70 | UHC-52632-70 | Unchanged |
| SSN | ·· | — | Unchanged |
| Phone | 6572394061 | 6572394061 | Unchanged |
| UNKNOWN | — | Cleared | |
| Address | ·· | — | Unchanged |
| City | ···· | — | Unchanged |
| State | NULL·· | — | Cleared |
| ZIP | UNKNOWN | — | Cleared |
| Group | -·· | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.80
- Name key
- nathan|simth
- Address key
- —
- Canonical first
- nathan
Quality flags
4 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| CLM-413772 | 0.99 | Scored | — | Auto-linked |
| TPA-56050 | 0.99 | Scored | — | Auto-linked |
| ENR-117999 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-007887
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Nathan Smith, 1967-01-13, 4 records, Verified
Evidence
Matched against TPA-56050
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.96 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically29d6ffe1c92026-10-22 12:43:54, scoring_agentidentity id MBR-007887, confidence 0.986, method probabilistic, matched record TPA-56050, policy version 1
- Record linked automatically55d1b2a2f42026-10-19 19:54:38, scoring_agentidentity id MBR-007887, confidence 0.986, method probabilistic, matched record TPA-56050, policy version 1
- Record linked automaticallyc93a4ad1e62026-10-19 19:52:09, scoring_agentidentity id MBR-007887, confidence 0.986, method probabilistic, matched record TPA-56050, policy version 1
- Record linked automatically4d5311d23f2026-10-19 19:45:42, scoring_agentidentity id MBR-007887, confidence 0.986, method probabilistic, matched record TPA-56050, policy version 1
- Record linked automatically29022fde852026-10-19 19:32:31, scoring_agentidentity id MBR-007887, confidence 0.986, method probabilistic, matched record TPA-56050, policy version 1
- Record linked automaticallyb0f7a42ead2026-10-19 19:31:28, scoring_agentidentity id MBR-025484, confidence 1, method probabilistic, matched record CLM-413769, policy version 1