Record, CLM , bronze and silver
CLM-410009
Received 2026-09-24T09:46:41Z, line 43,502 of the CLM feed
CLM Scored
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 | contreras | Contreras | Changed |
| Date of birth | 1978-03-06 | 1978-03-06 | Unchanged |
| Gender | F | F | Unchanged |
| Member ID | null | — | Cleared |
| SSN | — | — | Unchanged |
| Phone | 786-777-4387 | 7867774387 | Parsed |
| UNKNOWN | — | Cleared | |
| Address | 4353 Washington Street | 4353 Washington St | Changed |
| City | Phoenix | Phoenix | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85043 | 85043 | Unchanged |
| Group | — | — | Unchanged |
| Plan | ·CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Changed |
- Quality score
- 0.78
- Name key
- cynthia|contreras
- Address key
- 4353|washington|85043
- 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 |
|---|---|---|---|---|
| CLM-410011 | 1.00 | Scored | — | Auto-linked |
| ENR-113198 | 1.00 | Scored | — | Auto-linked |
| CLM-410010 | 1.00 | Scored | — | Auto-linked |
| TPA-54376 | 1.00 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-030178
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Cynthia Contreras, 1978-03-06, 5 records, Verified
Evidence
Matched against CLM-410011
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyc33d348b462026-10-22 12:43:54, scoring_agentidentity id MBR-030178, confidence 1, method probabilistic, matched record CLM-410011, policy version 1
- Record linked automaticallydfd8d988c92026-10-19 19:54:38, scoring_agentidentity id MBR-030178, confidence 1, method probabilistic, matched record CLM-410011, policy version 1
- Record linked automatically2925ffcd392026-10-19 19:52:09, scoring_agentidentity id MBR-030178, confidence 1, method probabilistic, matched record CLM-410011, policy version 1
- Record linked automaticallyb444dfb9f02026-10-19 19:45:42, scoring_agentidentity id MBR-030178, confidence 1, method probabilistic, matched record CLM-410011, policy version 1
- Record linked automatically1ef728881a2026-10-19 19:32:31, scoring_agentidentity id MBR-030178, confidence 1, method probabilistic, matched record CLM-410011, policy version 1
- Record linked automatically5a22ff65d02026-10-19 19:31:28, scoring_agentidentity id MBR-006256, confidence 0.991, method probabilistic, matched record PRV-22980, policy version 1