Record, CLM, bronze and silver
CLM-425370
Received 2026-04-23T12:27:58Z, line 18,247 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 | PAMELA | Pamela | Changed |
| Middle | ·· | — | Unchanged |
| Last name | ARNOLD | Arnold | Changed |
| Date of birth | 03/06/1974 | 1974-03-06 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | UHC-14514-49 | UHC-14514-49 | Unchanged |
| SSN | NULL | — | Cleared |
| Phone | 317-931-2944 | 3179312944 | Parsed |
| NULL | — | Cleared | |
| Address | 2015 Lake View Rd | 2015 Lake View Rd | Unchanged |
| City | Houston | Houston | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 77033·· | 77033 | Changed |
| Group | GRP-8957 | GRP-8957 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.90
- Name key
- pamela|arnold
- Address key
- 2015|lake view|77033
- Canonical first
- pamela
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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 |
|---|---|---|---|---|
| ENR-133191 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-61199 | 0.73 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003197
- Method
- Rule
- Confidence
- 0.99
- Rule
- D1 member id + dob exact
Golden record: Pamela Arnold, 1974-03-06, 3 records, Verified
Evidence
Matched against ENR-133191
| 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 | 0.00 | 2.0 | different |
Audit
5 hash-chained entries for this record
- Record linked automaticallyb64b7329232026-10-19 19:54:38, matching_agentidentity id MBR-003197, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133191
- Record linked automaticallyc72aecaf272026-10-19 19:52:08, matching_agentidentity id MBR-003197, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133191
- Record linked automatically422b4d73ad2026-10-19 19:45:41, matching_agentidentity id MBR-003197, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133191
- Record linked automatically6cc1e415352026-10-19 19:32:31, matching_agentidentity id MBR-003197, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-133191
- Record linked automaticallya3488c6f9a2026-10-19 19:31:28, scoring_agentidentity id MBR-016685, confidence 1, method probabilistic, matched record CLM-425371, policy version 1