Record, CLM, bronze and silver
CLM-427095
Received 2026-04-18T03:21:45Z, line 38,139 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 | Kellly, Julia | Julia | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Kellly | Changed |
| Date of birth | 28-12-1938 | 1938-12-28 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-69821-83 | UHC-69821-83 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 4420 Union St | 4420 Union St | Unchanged |
| City | Tampa | Tampa | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 33662 | 33662 | Unchanged |
| Group | — | — | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.68
- Name key
- julia|kellly
- Address key
- 4420|union|33662
- Canonical first
- julia
Quality flags
4 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)
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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-61962 | 0.99 | Scored | — | Auto-linked |
| CLM-427096 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-021772
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Julia Kelly, 1938-12-28, 3 records, Verified
Evidence
Matched against TPA-61962
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automaticallyab694d4a852026-10-22 12:43:54, scoring_agentidentity id MBR-021772, confidence 0.992, method probabilistic, matched record TPA-61962, policy version 1
- Record linked automaticallyeff2195c422026-10-19 19:54:38, scoring_agentidentity id MBR-021772, confidence 0.992, method probabilistic, matched record TPA-61962, policy version 1
- Record linked automaticallya2f06d22aa2026-10-19 19:52:09, scoring_agentidentity id MBR-021772, confidence 0.992, method probabilistic, matched record TPA-61962, policy version 1
- Record linked automaticallya25ffe88602026-10-19 19:45:42, scoring_agentidentity id MBR-021772, confidence 0.992, method probabilistic, matched record TPA-61962, policy version 1
- Record linked automaticallyfd24b624b92026-10-19 19:32:31, scoring_agentidentity id MBR-021772, confidence 0.992, method probabilistic, matched record TPA-61962, policy version 1
- Record linked automatically98ef41f8ac2026-10-19 19:31:28, matching_agentidentity id MBR-005874, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-135853