Record, CLM, bronze and silver
CLM-431477
Received 2026-09-21T03:59:58Z, line 46,733 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 | Clark, Richard | Richard | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Clark | Changed |
| Date of birth | 10/3/1972 | 1972-10-03 | Parsed |
| Gender | F·· | F | Parsed |
| Member ID | ·UHC-54936-57 | UHC-54936-57 | Parsed |
| SSN | - | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 569 Forest Ave | 569 Forest Ave | Unchanged |
| City | ATLANTA | Atlanta | Changed |
| State | GA | GA | Unchanged |
| ZIP | 30377 | 30377 | Unchanged |
| Group | GRP-8367 | GRP-8367 | Unchanged |
| Plan | N/A | — | Cleared |
- Quality score
- 0.78
- Name key
- richard|clark
- Address key
- 569|forest|30377
- Canonical first
- richard
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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-63903 | 1.00 | Scored | — | Auto-linked |
| CLM-431478 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-141339 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-141340 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003770
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Richard Clark, 1972-10-03, 5 records, Verified
Evidence
Matched against TPA-63903
| 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 automaticallya431ada7062026-10-19 19:54:38, scoring_agentidentity id MBR-003770, confidence 1, method probabilistic, matched record TPA-63903, policy version 1
- Record linked automaticallyc1777cfbbe2026-10-19 19:52:08, scoring_agentidentity id MBR-003770, confidence 1, method probabilistic, matched record TPA-63903, policy version 1
- Record linked automatically295bc3c2502026-10-19 19:45:42, scoring_agentidentity id MBR-003770, confidence 1, method probabilistic, matched record TPA-63903, policy version 1
- Record linked automatically632de27bad2026-10-19 19:32:31, scoring_agentidentity id MBR-003770, confidence 1, method probabilistic, matched record TPA-63903, policy version 1
- Record linked automatically013dc586932026-10-19 19:31:28, matching_agentidentity id MBR-004027, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-141548