Record, CLM, bronze and silver
CLM-421572
Received 2026-05-31T04:59:26Z, line 94,360 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 | Scott, Paamela | Paamela | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Scott | Changed |
| Date of birth | 2003-06-02 | 2003-06-02 | Unchanged |
| Gender | ·M | M | Parsed |
| Member ID | UHC-72353-94 | UHC-72353-94 | Unchanged |
| SSN | - | — | Cleared |
| Phone | 13943944381 | 3943944381 | Parsed |
| - | — | Cleared | |
| Address | ·5921 HARBOR BOULEVARD | 5921 Harbor Blvd | Changed |
| City | Tucson | Tucson | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85761 | 85761 | Unchanged |
| Group | GRP-8520 | GRP-8520 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.66
- Name key
- paamela|scott
- Address key
- 5921|harbor|85761
- Canonical first
- paamela
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
- 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
- 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-59481 | 0.99 | Scored | — | Auto-linked |
| ENR-128234 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-421571 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013959
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Pamela Scott, 2003-06-02, 4 records, Verified
Evidence
Matched against TPA-59481
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically6f0120e4cb2026-10-19 19:54:38, scoring_agentidentity id MBR-013959, confidence 0.994, method probabilistic, matched record TPA-59481, policy version 1
- Record linked automatically2386835e552026-10-19 19:52:09, scoring_agentidentity id MBR-013959, confidence 0.994, method probabilistic, matched record TPA-59481, policy version 1
- Record linked automatically2a193b8fb22026-10-19 19:45:42, scoring_agentidentity id MBR-013959, confidence 0.994, method probabilistic, matched record TPA-59481, policy version 1
- Record linked automatically5c0664f8f62026-10-19 19:32:31, scoring_agentidentity id MBR-013959, confidence 0.994, method probabilistic, matched record TPA-59481, policy version 1
- Record linked automatically71e5b9c5d32026-10-19 19:31:28, matching_agentidentity id MBR-024410, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-128359