Record, CLM, bronze and silver
CLM-413488
Received 2026-10-09T15:31:45Z, line 92,809 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 | cynthia | Cynthia | Changed |
| Middle | — | — | Unchanged |
| Last name | sandoval | Sandoval | Changed |
| Date of birth | 2002-04-06 | 2002-04-06 | Unchanged |
| Gender | - | — | Cleared |
| Member ID | UHC-40936-82 | UHC-40936-82 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | (852) 271-7482 | 8522717482 | Parsed |
| N/A | — | Cleared | |
| Address | 9753 Lake View Road | 9753 Lake View Rd | Changed |
| City | Austin | Austin | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 78787 | 78787 | Unchanged |
| Group | GRP-0371 | GRP-0371 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.78
- Name key
- cynthia|sandoval
- Address key
- 9753|lake view|78787
- Canonical first
- cynthia
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
- 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
- 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-55933 | 1.00 | Scored | — | Auto-linked |
| TPA-55932 | 1.00 | Scored | — | Auto-linked |
| CLM-413489 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-413490 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| CLM-413487 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003561
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Cynthia Sandoval, 2002-04-06, 6 records, Verified
Evidence
Matched against TPA-55933
| 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 automaticallye1e5268fe42026-10-19 19:54:38, scoring_agentidentity id MBR-003561, confidence 1, method probabilistic, matched record TPA-55933, policy version 1
- Record linked automaticallya9726b4bb02026-10-19 19:52:08, scoring_agentidentity id MBR-003561, confidence 1, method probabilistic, matched record TPA-55933, policy version 1
- Record linked automatically7aa1a5dd9f2026-10-19 19:45:42, scoring_agentidentity id MBR-003561, confidence 1, method probabilistic, matched record TPA-55933, policy version 1
- Record linked automatically23e2f1d1482026-10-19 19:32:31, scoring_agentidentity id MBR-003561, confidence 1, method probabilistic, matched record TPA-55933, policy version 1
- Record linked automaticallyb53224b29d2026-10-19 19:31:28, matching_agentidentity id MBR-007427, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-117767