Record, CLM, bronze and silver
CLM-400293
Received 2026-09-13T11:48:50Z, line 67,286 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 | ·Austin, Valentina | Valentina | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Austin | Changed |
| Date of birth | 1980-11-05 | 1980-11-05 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-16705-36 | UHC-16705-36 | Unchanged |
| SSN | — | — | Unchanged |
| Phone | 425-893-1839 | 4258931839 | Parsed |
| valentina.austin54@aol.com | valentina.austin54@aol.com | Unchanged | |
| Address | 6663 Highland Avenue | 6663 Highland Ave | Changed |
| City | Gilbert | Gilbert | Unchanged |
| State | AZ·· | AZ | Changed |
| ZIP | UNKNOWN | — | Cleared |
| Group | GRP-4903 | GRP-4903 | Unchanged |
| Plan | null | — | Cleared |
- Quality score
- 0.50
- Name key
- valentina|austin
- Address key
- 6663|highland|gilbert
- Canonical first
- valentina
Quality flags
7 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
- 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
- ZIP missingStreet address present but no ZIP supplied
- 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-400294 | 0.94 | Scored | — | Auto-linked |
| TPA-50124 | 0.93 | Scored | — | Auto-linked |
| CLM-400295 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-016702
- Method
- Scored
- Confidence
- 0.94
- Rule
- weighted score, no rule
Golden record: Valentina Austin, 1980-11-05, 3 records, Verified
Evidence
Matched against CLM-400294
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 0.70 | 2.0 | street_match |
Audit
5 hash-chained entries for this record
- Record linked automatically243af49acc2026-10-19 19:54:38, scoring_agentidentity id MBR-016702, confidence 0.937, method probabilistic, matched record CLM-400294, policy version 1
- Record linked automatically9560d573a22026-10-19 19:52:09, scoring_agentidentity id MBR-016702, confidence 0.937, method probabilistic, matched record CLM-400294, policy version 1
- Record linked automatically1c3babbfa02026-10-19 19:45:42, scoring_agentidentity id MBR-016702, confidence 0.937, method probabilistic, matched record CLM-400294, policy version 1
- Record linked automaticallya331077db92026-10-19 19:32:31, scoring_agentidentity id MBR-016702, confidence 0.937, method probabilistic, matched record CLM-400294, policy version 1
- Record linked automatically3584ec99392026-10-19 19:31:28, matching_agentidentity id MBR-008759, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record PRV-20088