Record, CLM, bronze and silver
CLM-421414
Received 2026-07-16T12:15:05Z, line 44,935 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 | SHIRLEY·· | Shirley | Changed |
| Middle | — | — | Unchanged |
| Last name | OBRIEN | Obrien | Changed |
| Date of birth | 1970-02-16 | 1970-02-16 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-90722-63 | UHC-90722-63 | Unchanged |
| SSN | N/A | — | Cleared |
| Phone | ·· | — | Unchanged |
| — | — | Unchanged | |
| Address | 4621 Forest Ave | 4621 Forest Ave | Unchanged |
| City | Tempe | Tempe | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85234-6762 | 85234 | Changed |
| Group | null | — | Cleared |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.80
- Name key
- shirley|obrien
- Address key
- 4621|forest|85234
- Canonical first
- shirley
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| ENR-128050 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-032715
- Method
- Rule
- Confidence
- 0.96
- Rule
- D3 member id + name
Golden record: Shirley Obrien, 1969-02-16, 2 records, Verified
Evidence
Matched against ENR-128050
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 0.25 | 3.0 | month_day |
| Member ID | 1.00 | 4.0 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically8187fb15812026-10-19 19:54:38, matching_agentidentity id MBR-032715, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-128050
- Record linked automatically6a99c0d74d2026-10-19 19:52:09, matching_agentidentity id MBR-032715, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-128050
- Record linked automatically53fcc934ad2026-10-19 19:45:42, matching_agentidentity id MBR-032715, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-128050
- Record linked automatically810c7899372026-10-19 19:32:31, matching_agentidentity id MBR-032715, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-128050
- Record linked automatically0face376492026-10-19 19:31:28, scoring_agentidentity id MBR-018577, confidence 0.995, method probabilistic, matched record TPA-59356, policy version 1