Record, CLM, bronze and silver
CLM-430487
Received 2026-09-11T14:44:40Z , line 99,759 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 | sarah | Sarah | Changed |
| Middle | — | — | Unchanged |
| Last name | sanchez | Sanchez | Changed |
| Date of birth | 03/13/1943 | 1943-03-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | - | — | Cleared |
| SSN | •••-••-4088 | •••-••-4088 | Unchanged |
| Phone | — | — | Unchanged |
| N/A | — | Cleared | |
| Address | 7645 Sage Ct | 7645 Sage Ct | Unchanged |
| City | FRESNO·· | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | 93724 | 93724 | Unchanged |
| Group | null | — | Cleared |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.90
- Name key
- sarah|sanchez
- Address key
- 7645|sage|93724
- Canonical first
- sarah
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)
- City re-casedCity re-cased to Title Case
- 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 |
|---|---|---|---|---|
| CLM-430486 | 1.00 | Scored | — | Auto-linked |
| ENR-140017 | 1.00 | Scored | — | Auto-linked |
| CLM-430488 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| TPA-63460 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017544
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Sarah Sanchez, 1943-03-13, 5 records, Verified
Evidence
Matched against CLM-430486
| 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 automatically72903d92612026-10-19 19:54:38, scoring_agentidentity id MBR-017544, confidence 1, method probabilistic, matched record CLM-430486, policy version 1
- Record linked automaticallyc5d5726a8f2026-10-19 19:52:09, scoring_agentidentity id MBR-017544, confidence 1, method probabilistic, matched record CLM-430486, policy version 1
- Record linked automatically0794f83cb52026-10-19 19:45:42, scoring_agentidentity id MBR-017544, confidence 1, method probabilistic, matched record CLM-430486, policy version 1
- Record linked automaticallye262f7b5442026-10-19 19:32:31, scoring_agentidentity id MBR-017544, confidence 1, method probabilistic, matched record CLM-430486, policy version 1
- Record linked automaticallya67df483ff2026-10-19 19:31:28, scoring_agentidentity id MBR-018050, confidence 1, method probabilistic, matched record ENR-140212, policy version 1