Record, CLM, bronze and silver
CLM-420647
Received 2026-09-30T10:01:00Z, line 77,456 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 | Ralph | Ralph | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Nichols | Nichols | Unchanged |
| Date of birth | 14-06-1962 | 1962-06-14 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-2636 | •••-••-2636 | Unchanged |
| Phone | (430) 598-9682 | 4305989682 | Parsed |
| — | — | Unchanged | |
| Address | 5689 Lincoln Way | 5689 Lincoln Way | Unchanged |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85269-4973 | 85269 | Changed |
| Group | GRP-0944 | GRP-0944 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.80
- Name key
- ralph|nichols
- Address key
- 5689|lincoln|85269
- Canonical first
- ralph
Quality flags
4 raised during normalisation
- 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
- ZIP+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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 |
|---|---|---|---|---|
| CLM-420648 | 1.00 | Scored | — | Auto-linked |
| TPA-59066 | 1.00 | Scored | — | Auto-linked |
| ENR-127159 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-420649 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-59065 | 0.84 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-004093
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Ralph Nichols, 1962-06-14, 6 records, Verified
Evidence
Matched against TPA-59066
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 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 automatically09014a52832026-10-19 19:54:38, scoring_agentidentity id MBR-004093, confidence 1, method probabilistic, matched record TPA-59066, policy version 1
- Record linked automaticallyf74f145d792026-10-19 19:52:08, scoring_agentidentity id MBR-004093, confidence 1, method probabilistic, matched record TPA-59066, policy version 1
- Record linked automatically825b491af32026-10-19 19:45:42, scoring_agentidentity id MBR-004093, confidence 1, method probabilistic, matched record TPA-59066, policy version 1
- Record linked automaticallyf344c0dfdf2026-10-19 19:32:31, scoring_agentidentity id MBR-004093, confidence 1, method probabilistic, matched record TPA-59066, policy version 1
- Record linked automatically42798cb4e22026-10-19 19:31:28, scoring_agentidentity id MBR-030409, confidence 1, method probabilistic, matched record CLM-420648, policy version 1