Record, CLM, bronze and silver
CLM-409019
Received 2026-07-28T15:17:29Z, line 66,550 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 | arjun | Arjun | Changed |
| Middle | — | — | Unchanged |
| Last name | flores | Flores | Changed |
| Date of birth | 1978-12-09 | 1978-12-09 | Unchanged |
| Gender | ·F | F | Parsed |
| Member ID | UHC-99969-24 | UHC-99969-24 | Unchanged |
| SSN | - | — | Cleared |
| Phone | 4089508 | — | Cleared |
| - | — | Cleared | |
| Address | 2271 ELM ST | 2271 Elm St | Changed |
| City | Chandler | Chandler | Unchanged |
| State | AZ | AZ | Unchanged |
| ZIP | 85215 | 85215 | Unchanged |
| Group | GRP-1758 | GRP-1758 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.66
- Name key
- arjun|flores
- Address key
- 2271|elm|85215
- Canonical first
- arjun
Quality flags
5 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Phone missing area codePhone had only seven digits (no area code); cleared
- 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 |
|---|---|---|---|---|
| TPA-53952 | 1.00 | Scored | — | Auto-linked |
| CLM-409018 | 1.00 | Scored | — | Auto-linked |
| ENR-111930 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
| TPA-53951 | 0.93 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-003329
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arjun Flores, 1978-12-09, 5 records, Verified
Evidence
Matched against TPA-53952
| 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 automaticallyf6852012ef2026-10-19 19:54:38, scoring_agentidentity id MBR-003329, confidence 1, method probabilistic, matched record TPA-53952, policy version 1
- Record linked automatically38188dec102026-10-19 19:52:08, scoring_agentidentity id MBR-003329, confidence 1, method probabilistic, matched record TPA-53952, policy version 1
- Record linked automatically40e286362a2026-10-19 19:45:41, scoring_agentidentity id MBR-003329, confidence 1, method probabilistic, matched record TPA-53952, policy version 1
- Record linked automaticallyf0ed04b1662026-10-19 19:32:31, scoring_agentidentity id MBR-003329, confidence 1, method probabilistic, matched record TPA-53952, policy version 1
- Record linked automaticallyb6af515cd52026-10-19 19:31:28, matching_agentidentity id MBR-009422, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-409020