Record, CLM, bronze and silver
CLM-430488
Received 2026-05-19T02:17:09Z, line 47,918 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 | Unchanged |
| Middle | K | K | Unchanged |
| Last name | Sanchez | Sanchez | Unchanged |
| Date of birth | 3/13/1943 | 1943-03-13 | Parsed |
| Gender | F | F | Unchanged |
| Member ID | — | — | Unchanged |
| SSN | •••-••-4088 | •••-••-4088 | Unchanged |
| Phone | — | — | Unchanged |
| NULL | — | Cleared | |
| Address | 7645 SAGE CT | 7645 Sage Ct | Changed |
| City | FRESNO | Fresno | Changed |
| State | CA | CA | Unchanged |
| ZIP | NULL | — | Cleared |
| Group | ·GRP-2644 | GRP-2644 | Changed |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.64
- Name key
- sarah|sanchez
- Address key
- 7645|sage|fresno
- Canonical first
- sarah
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- City re-casedCity re-cased to Title Case
- ZIP missingStreet address present but no ZIP supplied
- 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 |
|---|---|---|---|---|
| TPA-63460 | 1.00 | Scored | — | Auto-linked |
| CLM-430487 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-430486 | 0.93 | Scored | — | Auto-linked |
| ENR-140017 | 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 TPA-63460
| 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 automatically0704e627142026-10-19 19:54:38, scoring_agentidentity id MBR-017544, confidence 1, method probabilistic, matched record TPA-63460, policy version 1
- Record linked automatically03c364ef652026-10-19 19:52:09, scoring_agentidentity id MBR-017544, confidence 1, method probabilistic, matched record TPA-63460, policy version 1
- Record linked automatically070dc0b96a2026-10-19 19:45:42, scoring_agentidentity id MBR-017544, confidence 1, method probabilistic, matched record TPA-63460, policy version 1
- Record linked automaticallyb3b146fc422026-10-19 19:32:31, scoring_agentidentity id MBR-017544, confidence 1, method probabilistic, matched record TPA-63460, policy version 1
- Record linked automatically389a9c4cff2026-10-19 19:31:28, scoring_agentidentity id MBR-014629, confidence 1, method probabilistic, matched record TPA-63378, policy version 1