Record, CLM, bronze and silver
CLM-401307
Received 2026-03-04T21:45:34Z, line 11,038 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 | lisa·· | Lisa | Changed |
| Middle | — | — | Unchanged |
| Last name | soto | Soto | Changed |
| Date of birth | 19541201 | 1954-12-01 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UNKNOWN | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | 19312285367 | 9312285367 | Parsed |
| N/A | — | Cleared | |
| Address | — | — | Unchanged |
| City | — | — | Unchanged |
| State | ·N/A | — | Cleared |
| ZIP | null | — | Cleared |
| Group | GRP-9371 | GRP-9371 | Unchanged |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.90
- Name key
- lisa|soto
- Address key
- —
- Canonical first
- lisa
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-101691 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017477
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Lisa Soto, 1954-12-01, 2 records, Verified
Evidence
Matched against ENR-101691
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 |
Audit
5 hash-chained entries for this record
- Record linked automaticallyc14a0b40772026-10-19 19:54:38, scoring_agentidentity id MBR-017477, confidence 1, method probabilistic, matched record ENR-101691, policy version 1
- Record linked automatically2334e3133f2026-10-19 19:52:09, scoring_agentidentity id MBR-017477, confidence 1, method probabilistic, matched record ENR-101691, policy version 1
- Record linked automatically5e6741a3f52026-10-19 19:45:42, scoring_agentidentity id MBR-017477, confidence 1, method probabilistic, matched record ENR-101691, policy version 1
- Record linked automatically3539354b0d2026-10-19 19:32:31, scoring_agentidentity id MBR-017477, confidence 1, method probabilistic, matched record ENR-101691, policy version 1
- Record linked automaticallye2de57d95c2026-10-19 19:31:28, matching_agentidentity id MBR-016141, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-401308