Record, CLM, bronze and silver
CLM-421235
Received 2026-06-23T11:16:55Z, line 25,081 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 | virignia | Virignia | Changed |
| Middle | — | — | Unchanged |
| Last name | ray | Ray | Changed |
| Date of birth | 1956-02-72 | — | Cleared |
| Gender | M | M | Unchanged |
| Member ID | UHC-17642-30 | UHC-17642-30 | Unchanged |
| SSN | N/A·· | — | Cleared |
| Phone | (937) 257-1397 | 9372571397 | Parsed |
| - | — | Cleared | |
| Address | 350 Union St | 350 Union St | Unchanged |
| City | Phoenix | Phoenix | Unchanged |
| State | ·AZ | AZ | Changed |
| ZIP | 85045-9595 | 85045 | Changed |
| Group | GRP-5360 | GRP-5360 | Unchanged |
| Plan | OPTIONS-PPO | OPTIONS-PPO | Unchanged |
- Quality score
- 0.64
- Name key
- virignia|ray
- Address key
- 350|union|85045
- Canonical first
- virignia
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth unreadableDate of birth did not match any known format or was out of range; cleared
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code 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 |
|---|---|---|---|---|
| TPA-59340 | 0.99 | Scored | — | Auto-linked |
| CLM-421236 | 0.96 | Rule | D3 member id + name | Auto-linked |
| ENR-127852 | 0.96 | Rule | D3 member id + name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-030716
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Virginia Ray, 1956-07-22, 4 records, Verified
Evidence
Matched against TPA-59340
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.99 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automatically3913f9dd282026-10-19 19:54:38, scoring_agentidentity id MBR-030716, confidence 0.995, method probabilistic, matched record TPA-59340, policy version 1
- Record linked automatically7f96298eeb2026-10-19 19:52:09, scoring_agentidentity id MBR-030716, confidence 0.995, method probabilistic, matched record TPA-59340, policy version 1
- Record linked automatically989cd1bafd2026-10-19 19:45:42, scoring_agentidentity id MBR-030716, confidence 0.995, method probabilistic, matched record TPA-59340, policy version 1
- Record linked automaticallyeace9790862026-10-19 19:32:31, scoring_agentidentity id MBR-030716, confidence 0.995, method probabilistic, matched record TPA-59340, policy version 1
- Record linked automaticallyea75569c182026-10-19 19:31:28, matching_agentidentity id MBR-011768, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-127889