Record, CLM, bronze and silver
CLM-401362
Received 2026-06-05T20:11:26Z, line 13,395 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 | CHERYL | Cheryl | Changed |
| Middle | — | — | Unchanged |
| Last name | CHEN | Chen | Changed |
| Date of birth | 10/27/1997 | 1997-10-27 | Parsed |
| Gender | Male | M | Parsed |
| Member ID | ·UHC-19223-34 | UHC-19223-34 | Parsed |
| SSN | — | — | Unchanged |
| Phone | 321.331.0797 | 3213310797 | Parsed |
| — | — | Unchanged | |
| Address | 3073 Park Place | 3073 Park Pl | Changed |
| City | Plano | Plano | Unchanged |
| State | Texas | TX | Changed |
| ZIP | 75093 | 75093 | Unchanged |
| Group | NULL·· | — | Cleared |
| Plan | NULL | — | Cleared |
- Quality score
- 0.46
- Name key
- cheryl|chen
- Address key
- 3073|park|75093
- Canonical first
- cheryl
Quality flags
9 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- 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
- State name converted to codeFull state name replaced by its two-letter USPS code
- 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 |
|---|---|---|---|---|
| CLM-401363 | 1.00 | Scored | — | Auto-linked |
| CLM-401361 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-013451
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Cheryl Chen, 1997-10-27, 3 records, Verified
Evidence
Matched against CLM-401363
| 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
5 hash-chained entries for this record
- Record linked automatically4654e885fb2026-10-19 19:54:38, scoring_agentidentity id MBR-013451, confidence 1, method probabilistic, matched record CLM-401363, policy version 1
- Record linked automaticallyd86e6257002026-10-19 19:52:09, scoring_agentidentity id MBR-013451, confidence 1, method probabilistic, matched record CLM-401363, policy version 1
- Record linked automatically78753111962026-10-19 19:45:42, scoring_agentidentity id MBR-013451, confidence 1, method probabilistic, matched record CLM-401363, policy version 1
- Record linked automatically2d2312bdd32026-10-19 19:32:31, scoring_agentidentity id MBR-013451, confidence 1, method probabilistic, matched record CLM-401363, policy version 1
- Record linked automatically43dc4be4652026-10-19 19:31:28, matching_agentidentity id MBR-024804, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-101839