Record, CLM, bronze and silver
CLM-401653
Received 2026-03-17T19:38:30Z, line 73,361 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 | Lauren | Lauren | Unchanged |
| Middle | E. | E | Changed |
| Last name | Parker | Parker | Unchanged |
| Date of birth | 1986-10-21 | 1986-10-21 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-44890-54 | UHC-44890-54 | Unchanged |
| SSN | •••-••-8632 | •••-••-8632 | Unchanged |
| Phone | 8495108221 | 8495108221 | Unchanged |
| — | — | Unchanged | |
| Address | UNKNOWN | — | Cleared |
| City | — | — | Unchanged |
| State | - | — | Cleared |
| ZIP | ·null | — | Cleared |
| Group | GRP-6568 | GRP-6568 | Unchanged |
| Plan | UNKNOWN | — | Cleared |
- Quality score
- 0.96
- Name key
- lauren|parker
- Address key
- —
- Canonical first
- lauren
Quality flags
2 raised during normalisation
- 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-50719 | 1.00 | Scored | — | Auto-linked |
| ENR-102153 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401652 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020344
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lauren Parker, 1986-10-21, 4 records, Verified
Evidence
Matched against TPA-50719
| 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 automatically66d9f00ff52026-10-19 19:54:38, scoring_agentidentity id MBR-020344, confidence 1, method probabilistic, matched record TPA-50719, policy version 1
- Record linked automaticallyef0ce7bb462026-10-19 19:52:09, scoring_agentidentity id MBR-020344, confidence 1, method probabilistic, matched record TPA-50719, policy version 1
- Record linked automatically07ff92aa452026-10-19 19:45:42, scoring_agentidentity id MBR-020344, confidence 1, method probabilistic, matched record TPA-50719, policy version 1
- Record linked automaticallyd032232afe2026-10-19 19:32:31, scoring_agentidentity id MBR-020344, confidence 1, method probabilistic, matched record TPA-50719, policy version 1
- Record linked automatically4af5ac0bb82026-10-19 19:31:28, matching_agentidentity id MBR-026741, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102163