Record, CLM, bronze and silver
CLM-430404
Received 2026-02-01T05:27:30Z, line 62,048 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 | Jones, Bobby | Bobby | Changed |
| Middle | ···· | — | Unchanged |
| Last name | — | Jones | Changed |
| Date of birth | 25-10-1990 | 1990-10-25 | Parsed |
| Gender | Female | F | Parsed |
| Member ID | UHC-20647-08·· | UHC-20647-08 | Parsed |
| SSN | - | — | Cleared |
| Phone | -·· | — | Cleared |
| ·NULL | — | Cleared | |
| Address | 8156 Lake View Road Apt 37 | 8156 Lake View Rd Apt 37 | Changed |
| City | Austin·· | Austin | Changed |
| State | TX | TX | Unchanged |
| ZIP | 78778-2713 | 78778 | Changed |
| Group | N/A | — | Cleared |
| Plan | - | — | Cleared |
- Quality score
- 0.22
- Name key
- robert|jones
- Address key
- 8156|lake view|78778
- Canonical first
- robert
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)
- Unit split from streetApartment, suite or unit designator split from street line and re-appended in standard form
- 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+4 trimmedZIP+4 trimmed to the five-digit ZIP
- 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
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-63416 | 1.00 | Scored | — | Auto-linked |
| CLM-430403 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-009390
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Bobby Jones, 1990-10-25, 3 records, Verified
Evidence
Matched against TPA-63416
| 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 automatically7e13abee3d2026-10-19 19:54:38, scoring_agentidentity id MBR-009390, confidence 1, method probabilistic, matched record TPA-63416, policy version 1
- Record linked automaticallyc29ecc3a342026-10-19 19:52:09, scoring_agentidentity id MBR-009390, confidence 1, method probabilistic, matched record TPA-63416, policy version 1
- Record linked automatically48a56218b52026-10-19 19:45:42, scoring_agentidentity id MBR-009390, confidence 1, method probabilistic, matched record TPA-63416, policy version 1
- Record linked automaticallyc1caeddd272026-10-19 19:32:31, scoring_agentidentity id MBR-009390, confidence 1, method probabilistic, matched record TPA-63416, policy version 1
- Record linked automaticallybed53434622026-10-19 19:31:28, matching_agentidentity id MBR-012718, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-430402