Record, CLM, bronze and silver
CLM-416172
Received 2026-05-08T13:06:30Z, line 60,607 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 | Torres, Arjun | Arjun | Changed |
| Middle | — | — | Unchanged |
| Last name | ···· | Torres | Changed |
| Date of birth | 1986-04-21 | 1986-04-21 | Unchanged |
| Gender | F·· | F | Parsed |
| Member ID | UHC-50680-83 | UHC-50680-83 | Unchanged |
| SSN | null | — | Cleared |
| Phone | — | — | Unchanged |
| — | — | Unchanged | |
| Address | 4920 Cedar Lane | 4920 Cedar Ln | Changed |
| City | Orlando·· | Orlando | Changed |
| State | FL | FL | Unchanged |
| ZIP | 32805 | 32805 | Unchanged |
| Group | GRP-8115 | GRP-8115 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.66
- Name key
- arjun|torres
- Address key
- 4920|cedar|32805
- Canonical first
- arjun
Quality flags
5 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- 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
- 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-57089 | 1.00 | Scored | — | Auto-linked |
| CLM-416171 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-57088 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-015874
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arjun Torres, 1986-04-21, 4 records, Verified
Evidence
Matched against TPA-57089
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyddb88b2a6f2026-10-22 12:43:54, scoring_agentidentity id MBR-015874, confidence 1, method probabilistic, matched record TPA-57089, policy version 1
- Record linked automatically298cd811402026-10-19 19:54:38, scoring_agentidentity id MBR-015874, confidence 1, method probabilistic, matched record TPA-57089, policy version 1
- Record linked automatically60134cc4402026-10-19 19:52:09, scoring_agentidentity id MBR-015874, confidence 1, method probabilistic, matched record TPA-57089, policy version 1
- Record linked automaticallyed3eec0e5b2026-10-19 19:45:42, scoring_agentidentity id MBR-015874, confidence 1, method probabilistic, matched record TPA-57089, policy version 1
- Record linked automatically9a45ac333a2026-10-19 19:32:31, scoring_agentidentity id MBR-015874, confidence 1, method probabilistic, matched record TPA-57089, policy version 1
- Record linked automatically6ab48e4a812026-10-19 19:31:28, matching_agentidentity id MBR-013650, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-416171