Record, CLM, bronze and silver
CLM-421316
Received 2026-08-11T16:13:46Z, line 10,350 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 | ABIGAIL | Abigail | Changed |
| Middle | — | — | Unchanged |
| Last name | SOTO | Soto | Changed |
| Date of birth | 1975-12-20 | 1975-12-20 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4347 | •••-••-4347 | Unchanged |
| Phone | 453-303-0412 | 4533030412 | Parsed |
| N/A | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | UNKNOWN·· | — | Cleared |
| ZIP | — | — | Unchanged |
| Group | GRP-5127 | GRP-5127 | Unchanged |
| Plan | options-ppo | OPTIONS-PPO | Changed |
- Quality score
- 0.90
- Name key
- abigail|soto
- Address key
- —
- Canonical first
- abigail
Quality flags
5 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
- Plan code upper-casedPlan code upper-cased
- 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-127944 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-421317 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-016367
- Method
- Rule
- Confidence
- 0.97
- Rule
- D2 ssn4 + dob + last name
Golden record: Abigail Soto, 1975-12-20, 3 records, Verified
Evidence
Matched against ENR-127944
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Phone | 1.00 | 1.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically62840128562026-10-22 12:43:54, matching_agentidentity id MBR-016367, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127944
- Record linked automaticallyf2d635baaf2026-10-19 19:54:38, matching_agentidentity id MBR-016367, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127944
- Record linked automatically0995a764ae2026-10-19 19:52:09, matching_agentidentity id MBR-016367, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127944
- Record linked automatically5d59cd47932026-10-19 19:45:42, matching_agentidentity id MBR-016367, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127944
- Record linked automatically481d5a71b42026-10-19 19:32:31, matching_agentidentity id MBR-016367, confidence 0.97, rule D2 ssn4 + dob + last name, method deterministic, matched record ENR-127944
- Record linked automaticallye8c0d0e6192026-10-19 19:31:28, scoring_agentidentity id MBR-012484, confidence 0.996, method probabilistic, matched record CLM-421314, policy version 1