Record, CLM, bronze and silver
CLM-412580
Received 2026-08-22T18:47:12Z, line 40,631 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 | Sanchez, Shirley | Shirley | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Sanchez | Changed |
| Date of birth | 1948-12-12 | 1948-12-12 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | NULL | — | Cleared |
| SSN | N/A | — | Cleared |
| Phone | ·+1 257 459 4279 | 2574594279 | Parsed |
| — | — | Unchanged | |
| Address | 5839 Apache Blvd | 5839 Apache Blvd | Unchanged |
| City | Fresno | Fresno | Unchanged |
| State | CA | CA | Unchanged |
| ZIP | 93740 | 93740 | Unchanged |
| Group | - | — | Cleared |
| Plan | MEDICARE-ADV-A | MEDICARE-ADV-A | Unchanged |
- Quality score
- 0.80
- Name key
- shirley|sanchez
- Address key
- 5839|apache|93740
- Canonical first
- shirley
Quality flags
4 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
- 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-116540 | 1.00 | Scored | — | Auto-linked |
| CLM-412581 | 1.00 | Scored | — | Auto-linked |
| ENR-116539 | 1.00 | Scored | — | Auto-linked |
| CLM-412579 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-012117
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Shirley Sanchez, 1948-12-12, 5 records, Verified
Evidence
Matched against ENR-116540
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically65a35657332026-10-22 12:43:54, scoring_agentidentity id MBR-012117, confidence 1, method probabilistic, matched record ENR-116540, policy version 1
- Record linked automatically133392b5c72026-10-19 19:54:38, scoring_agentidentity id MBR-012117, confidence 1, method probabilistic, matched record ENR-116540, policy version 1
- Record linked automatically77be7032702026-10-19 19:52:09, scoring_agentidentity id MBR-012117, confidence 1, method probabilistic, matched record ENR-116540, policy version 1
- Record linked automaticallye4fbd036562026-10-19 19:45:42, scoring_agentidentity id MBR-012117, confidence 1, method probabilistic, matched record ENR-116540, policy version 1
- Record linked automatically35f2ef53f32026-10-19 19:32:31, scoring_agentidentity id MBR-012117, confidence 1, method probabilistic, matched record ENR-116540, policy version 1
- Record linked automatically6033e232b42026-10-19 19:31:28, matching_agentidentity id MBR-001537, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-116661