Record, CLM, bronze and silver
CLM-404215
Received 2026-02-16T12:38:14Z, line 35,941 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, Janice | Janice | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Clark | Changed |
| Date of birth | 06/25/1988 | 1988-06-25 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-78491-23 | UHC-78491-23 | Unchanged |
| SSN | •••-••-9857 | •••-••-9857 | Unchanged |
| Phone | (518) 990-4977 | 5189904977 | Parsed |
| null | — | Cleared | |
| Address | 2719 River Rd | 2719 River Rd | Unchanged |
| City | Orlando | Orlando | Unchanged |
| State | FL | FL | Unchanged |
| ZIP | 32817 | 32817 | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.80
- Name key
- janice|clark
- Address key
- 2719|river|32817
- Canonical first
- janice
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)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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-51832 | 1.00 | Scored | — | Auto-linked |
| CLM-404214 | 1.00 | Scored | — | Auto-linked |
| PRV-21185 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013540
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Janice Clark, 1988-06-25, 4 records, Verified
Evidence
Matched against TPA-51832
| 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 automaticallyb029bd6dad2026-10-19 19:54:38, scoring_agentidentity id MBR-013540, confidence 1, method probabilistic, matched record TPA-51832, policy version 1
- Record linked automatically01415bdd3c2026-10-19 19:52:09, scoring_agentidentity id MBR-013540, confidence 1, method probabilistic, matched record TPA-51832, policy version 1
- Record linked automaticallyfd340d406a2026-10-19 19:45:42, scoring_agentidentity id MBR-013540, confidence 1, method probabilistic, matched record TPA-51832, policy version 1
- Record linked automaticallyb58d1a7e172026-10-19 19:32:31, scoring_agentidentity id MBR-013540, confidence 1, method probabilistic, matched record TPA-51832, policy version 1
- Record linked automaticallyb519c5d9922026-10-19 19:31:28, scoring_agentidentity id MBR-013431, confidence 0.989, method probabilistic, matched record ENR-105490, policy version 1