Record, CLM, bronze and silver
CLM-429314
Received 2026-04-26T23:48:13Z, line 58,007 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 | Stevens, Valentina | Valentina | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Stevens | Changed |
| Date of birth | 26-01-1943 | 1943-01-26 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | - | — | Cleared |
| SSN | UNKNOWN | — | Cleared |
| Phone | 216.999.8608 | 2169998608 | Parsed |
| N/A | — | Cleared | |
| Address | 5643 Meadow Lane | 5643 Meadow Ln | Changed |
| City | EDEN PRAIRIE | Eden Prairie | Changed |
| State | MN·· | MN | Changed |
| ZIP | 55358 | 55358 | Unchanged |
| Group | GRP-1245·· | GRP-1245 | Changed |
| Plan | MEDICARE-ADV-B | MEDICARE-ADV-B | Unchanged |
- Quality score
- 0.46
- Name key
- valentina|stevens
- Address key
- 5643|meadow|55358
- Canonical first
- valentina
Quality flags
9 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- City re-casedCity re-cased to Title Case
- Gender normalisedGender mapped to F or M from a longer or variant value
- 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
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-001028
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Valentina Stevens, 1943-01-26, 2 records, Verified
Evidence
Matched against TPA-62962
| 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 automaticallybc67e60fba2026-10-19 19:54:38, scoring_agentidentity id MBR-001028, confidence 1, method probabilistic, matched record TPA-62962, policy version 1
- Record linked automaticallyb615097f522026-10-19 19:52:08, scoring_agentidentity id MBR-001028, confidence 1, method probabilistic, matched record TPA-62962, policy version 1
- Record linked automatically62d52524552026-10-19 19:45:41, scoring_agentidentity id MBR-001028, confidence 1, method probabilistic, matched record TPA-62962, policy version 1
- Record linked automatically27a35fb7722026-10-19 19:32:31, scoring_agentidentity id MBR-001028, confidence 1, method probabilistic, matched record TPA-62962, policy version 1
- Record linked automaticallyccd0800bea2026-10-19 19:31:28, matching_agentidentity id MBR-029593, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-429313