Record, CLM, bronze and silver
CLM-401419
Received 2026-08-10T08:33:21Z, line 11,513 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 | PRIYA | Priya | Changed |
| Middle | — | — | Unchanged |
| Last name | LI | Li | Changed |
| Date of birth | 1944-12-01 | 1944-12-01 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | UHC-86490-50 | UHC-86490-50 | Unchanged |
| SSN | N/A·· | — | Cleared |
| Phone | 819-622-1582 | 8196221582 | Parsed |
| - | — | Cleared | |
| Address | 9388 CENTRAL AVENUE | 9388 Central Ave | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | ·85242 | 85242 | Changed |
| Group | GRP-3873 | GRP-3873 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.76
- Name key
- priya|li
- Address key
- 9388|central|85242
- Canonical first
- priya
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation 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 |
|---|---|---|---|---|
| ENR-101829 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-401420 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-041136
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Priya Li, 1944-12-01, 2 records, Verified
Evidence
Matched against ENR-101829
| 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 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically527f0cfe822026-10-22 12:43:55, matching_agentidentity id MBR-041136, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101829
- Record linked automaticallyef8198b9fa2026-10-19 19:54:39, matching_agentidentity id MBR-041136, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101829
- Record linked automaticallycfb0c5592a2026-10-19 19:52:09, matching_agentidentity id MBR-041136, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101829
- Record linked automatically3d1e647e972026-10-19 19:45:42, matching_agentidentity id MBR-041136, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101829
- Record linked automatically58d59ab3cd2026-10-19 19:32:31, matching_agentidentity id MBR-041136, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-101829
- Record linked automatically08a05e77392026-10-19 19:31:28, scoring_agentidentity id MBR-014908, confidence 1, method probabilistic, matched record TPA-50627, policy version 1