Record, CLM, bronze and silver
CLM-414844
Received 2026-08-04T04:15:47Z, line 94,976 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 | WARD | Ward | Changed |
| Date of birth | 1980-04-04 | 1980-04-04 | Unchanged |
| Gender | M | M | Unchanged |
| Member ID | UHC-23650-47 | UHC-23650-47 | Unchanged |
| SSN | •••-••-6404 | •••-••-6404 | Unchanged |
| Phone | (340) 928-7056 | 3409287056 | Parsed |
| NULL | — | Cleared | |
| Address | ·535 WILLOW COURT | 535 Willow Ct | Changed |
| City | DENVER | Denver | Changed |
| State | CO | CO | Unchanged |
| ZIP | 80212 | 80212 | Unchanged |
| Group | ···· | — | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.76
- Name key
- arjun|ward
- Address key
- 535|willow|80212
- Canonical first
- arjun
Quality flags
6 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- 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
- 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 |
|---|---|---|---|---|
| PRV-24356 | 1.00 | Scored | — | Auto-linked |
| ENR-119530 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-017567
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Arjun Ward, 1980-04-04, 3 records, Verified
Evidence
Matched against PRV-24356
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Phone | 1.00 | 1.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automatically34c17348872026-10-22 12:43:54, scoring_agentidentity id MBR-017567, confidence 1, method probabilistic, matched record PRV-24356, policy version 1
- Record linked automaticallydf42281d272026-10-19 19:54:38, scoring_agentidentity id MBR-017567, confidence 1, method probabilistic, matched record PRV-24356, policy version 1
- Record linked automaticallyd9a9f4ba852026-10-19 19:52:09, scoring_agentidentity id MBR-017567, confidence 1, method probabilistic, matched record PRV-24356, policy version 1
- Record linked automatically80bf10b5e52026-10-19 19:45:42, scoring_agentidentity id MBR-017567, confidence 1, method probabilistic, matched record PRV-24356, policy version 1
- Record linked automaticallycdf73f20e12026-10-19 19:32:31, scoring_agentidentity id MBR-017567, confidence 1, method probabilistic, matched record PRV-24356, policy version 1
- Record linked automaticallyb1b62658922026-10-19 19:31:28, matching_agentidentity id MBR-003616, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-119439