Record, CLM, bronze and silver
CLM-416498
Received 2026-08-28T18:44:33Z, line 50,595 of the CLM feed
CLMRule
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Larson, Alice | Alice | Changed |
| Middle | — | — | Unchanged |
| Last name | ·· | Larson | Changed |
| Date of birth | 03/07/79·· | 1979-03-07 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-47376-36 | UHC-47376-36 | Unchanged |
| SSN | - | — | Cleared |
| Phone | 875.312.0016 | 8753120016 | Parsed |
| alice.larson@hotmail.com | alice.larson@hotmail.com | Unchanged | |
| Address | 5606 Palm Dr | 5606 Palm Dr | Unchanged |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78736 | 78736 | Unchanged |
| Group | — | — | Unchanged |
| Plan | CHOICE-PLUS-PPO·· | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.66
- Name key
- alice|larson
- Address key
- 5606|palm|78736
- Canonical first
- alice
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
- 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 |
|---|---|---|---|---|
| CLM-416499 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-121670 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| ENR-121671 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-035503
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Alice Larson, 1979-03-07, 4 records, Verified
Evidence
Matched against ENR-121671
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Member ID | 1.00 | 4.0 | |
| Phone | 1.00 | 1.5 | |
| 1.00 | 1.5 | ||
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically50d0019db72026-10-22 12:43:55, matching_agentidentity id MBR-035503, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121671
- Record linked automatically862e3547132026-10-19 19:54:39, matching_agentidentity id MBR-035503, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121671
- Record linked automatically70d19007bf2026-10-19 19:52:09, matching_agentidentity id MBR-035503, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121671
- Record linked automatically0e7b18f7832026-10-19 19:45:42, matching_agentidentity id MBR-035503, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121671
- Record linked automaticallyab080031042026-10-19 19:32:31, matching_agentidentity id MBR-035503, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-121671
- Record linked automaticallybbb437e0a52026-10-19 19:31:28, scoring_agentidentity id MBR-021091, confidence 0.993, method probabilistic, matched record CLM-416500, policy version 1