Record, CLM, bronze and silver
CLM-401498
Received 2026-05-11T00:31:01Z, line 67,256 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 | judith | Judith | Changed |
| Middle | — | — | Unchanged |
| Last name | arnold | Arnold | Changed |
| Date of birth | 02/05/68 | 1968-02-05 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | UHC-64428-98 | UHC-64428-98 | Unchanged |
| SSN | •••-••-9440 | •••-••-9440 | Unchanged |
| Phone | +1 225 852 2295·· | 2258522295 | Parsed |
| judith.arnold@yahoo.com | judith.arnold@yahoo.com | Unchanged | |
| Address | 5198 Church Street | 5198 Church St | Changed |
| City | Dallas | Dallas | Unchanged |
| State | tx | TX | Changed |
| ZIP | 75262·· | 75262 | Changed |
| Group | GRP-7170 | GRP-7170 | Unchanged |
| Plan | SELECT-EPO | SELECT-EPO | Unchanged |
- Quality score
- 0.62
- Name key
- judith|arnold
- Address key
- 5198|church|75262
- Canonical first
- judith
Quality flags
7 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Two-digit birth yearDate of birth carried a two-digit year; century inferred by pivot
- 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 code upper-casedTwo-letter state code upper-cased
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-401499 | 1.00 | Scored | — | Auto-linked |
| ENR-101951 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-011462
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Judith Arnold, 1968-02-05, 3 records, Verified
Evidence
Matched against CLM-401499
| 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 automatically1af5f4f2402026-10-22 12:43:54, scoring_agentidentity id MBR-011462, confidence 1, method probabilistic, matched record CLM-401499, policy version 1
- Record linked automaticallyd6355c35972026-10-19 19:54:38, scoring_agentidentity id MBR-011462, confidence 1, method probabilistic, matched record CLM-401499, policy version 1
- Record linked automatically52e9ae5e422026-10-19 19:52:09, scoring_agentidentity id MBR-011462, confidence 1, method probabilistic, matched record CLM-401499, policy version 1
- Record linked automaticallyb9888baa782026-10-19 19:45:42, scoring_agentidentity id MBR-011462, confidence 1, method probabilistic, matched record CLM-401499, policy version 1
- Record linked automatically64adc34f692026-10-19 19:32:31, scoring_agentidentity id MBR-011462, confidence 1, method probabilistic, matched record CLM-401499, policy version 1
- Record linked automaticallye076c8a71d2026-10-19 19:31:28, matching_agentidentity id MBR-014996, confidence 0.99, rule D1 member_id + dob exact, method deterministic, matched record ENR-102004