Record, CLM, bronze and silver
CLM-431025
Received 2026-01-11T19:13:04Z, line 75,346 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 | Gibson, Amanda | Amanda | Changed |
| Middle | G. | G | Changed |
| Last name | — | Gibson | Changed |
| Date of birth | 1938-02-15 | 1938-02-15 | Unchanged |
| Gender | Male | M | Parsed |
| Member ID | UHC-89438-32 | UHC-89438-32 | Unchanged |
| SSN | •••-••-1650 | •••-••-1650 | Unchanged |
| Phone | (750) 829-2181 | 7508292181 | Parsed |
| - | — | Cleared | |
| Address | - | — | Cleared |
| City | — | — | Unchanged |
| State | — | — | Unchanged |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-4553 | GRP-4553 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.68
- Name key
- amanda|gibson
- Address key
- —
- Canonical first
- amanda
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
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- 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 |
|---|---|---|---|---|
| PRV-29068 | 1.00 | Scored | — | Auto-linked |
| ENR-140747 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-140748 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003465
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Amanda Gibson, 1938-02-15, 4 records, Verified
Evidence
Matched against PRV-29068
| 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 automatically550e1b98cb2026-10-19 19:54:38, scoring_agentidentity id MBR-003465, confidence 1, method probabilistic, matched record PRV-29068, policy version 1
- Record linked automatically2bd284fbb72026-10-19 19:52:08, scoring_agentidentity id MBR-003465, confidence 1, method probabilistic, matched record PRV-29068, policy version 1
- Record linked automatically51fc5d203a2026-10-19 19:45:41, scoring_agentidentity id MBR-003465, confidence 1, method probabilistic, matched record PRV-29068, policy version 1
- Record linked automatically16e884a2312026-10-19 19:32:31, scoring_agentidentity id MBR-003465, confidence 1, method probabilistic, matched record PRV-29068, policy version 1
- Record linked automatically399d828c4f2026-10-19 19:31:28, matching_agentidentity id MBR-004254, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-140936