Record, CLM, bronze and silver
CLM-403127
Received 2026-03-19T14:53:18Z, line 7,944 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 | Howrad, Sean | Sean | Changed |
| Middle | — | — | Unchanged |
| Last name | — | Howrad | Changed |
| Date of birth | ·03/02/03 | 2003-03-02 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | UHC-69785-40 | UHC-69785-40 | Unchanged |
| SSN | •••-••-9834 | •••-••-9834 | Unchanged |
| Phone | NULL | — | Cleared |
| — | — | Unchanged | |
| Address | 1024 LINCOLN WAY | 1024 Lincoln Way | Changed |
| City | GILBERT | Gilbert | Changed |
| State | AZ | AZ | Unchanged |
| ZIP | 85274 | 85274 | Unchanged |
| Group | GRP-1475 | GRP-1475 | Unchanged |
| Plan | CHOICE-PLUS-PPO | CHOICE-PLUS-PPO | Unchanged |
- Quality score
- 0.36
- Name key
- sean|howrad
- Address key
- 1024|lincoln|85274
- Canonical first
- sean
Quality flags
8 raised during normalisation
- Name split from “Last, First”First-name field held "LAST, FIRST"; the two parts were split into their own fields
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-51335 | 0.99 | Scored | — | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-020739
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Sean Howrad, 2003-03-02, 2 records, Verified
Evidence
Matched against TPA-51335
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.98 | 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 automatically5e1a36852e2026-10-19 19:54:38, scoring_agentidentity id MBR-020739, confidence 0.991, method probabilistic, matched record TPA-51335, policy version 1
- Record linked automatically34c33444bf2026-10-19 19:52:09, scoring_agentidentity id MBR-020739, confidence 0.991, method probabilistic, matched record TPA-51335, policy version 1
- Record linked automatically448dd746b42026-10-19 19:45:42, scoring_agentidentity id MBR-020739, confidence 0.991, method probabilistic, matched record TPA-51335, policy version 1
- Record linked automaticallyb7f8d3beae2026-10-19 19:32:31, scoring_agentidentity id MBR-020739, confidence 0.991, method probabilistic, matched record TPA-51335, policy version 1
- Record linked automatically199a376aed2026-10-19 19:31:28, matching_agentidentity id MBR-005765, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record CLM-403128