Record, CLM, bronze and silver
CLM-403282
Received 2026-07-14T20:57:48Z, line 56,545 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 | Gilbert, Judith | Judith | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Gilbert | Changed |
| Date of birth | 10/23/55 | 1955-10-23 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC5280566 | UHC-52805-66 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 17376544676 | 7376544676 | Parsed |
| NULL | — | Cleared | |
| Address | - | — | Cleared |
| City | NULL | — | Cleared |
| State | NULL | — | Cleared |
| ZIP | null | — | Cleared |
| Group | NULL | — | Cleared |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- judith|gilbert
- Address key
- —
- Canonical first
- judith
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
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- 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-51427 | 1.00 | Scored | — | Auto-linked |
| CLM-403283 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-51426 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-403284 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017753
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judith Gilbert, 1955-10-23, 6 records, Verified
Evidence
Matched against TPA-51427
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automatically66d58390db2026-10-19 19:54:38, scoring_agentidentity id MBR-017753, confidence 1, method probabilistic, matched record TPA-51427, policy version 1
- Record linked automatically474b41f0472026-10-19 19:52:09, scoring_agentidentity id MBR-017753, confidence 1, method probabilistic, matched record TPA-51427, policy version 1
- Record linked automatically29c6e76e2a2026-10-19 19:45:42, scoring_agentidentity id MBR-017753, confidence 1, method probabilistic, matched record TPA-51427, policy version 1
- Record linked automatically854d154e862026-10-19 19:32:31, scoring_agentidentity id MBR-017753, confidence 1, method probabilistic, matched record TPA-51427, policy version 1
- Record linked automaticallyd7e9fc759e2026-10-19 19:31:28, scoring_agentidentity id MBR-011361, confidence 1, method probabilistic, matched record PRV-21000, policy version 1